BibTeX records: Su Ruan

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@article{DBLP:journals/cars/GhazouaniVR24,
  author       = {Fethi Ghazouani and
                  Pierre Vera and
                  Su Ruan},
  title        = {Efficient brain tumor segmentation using Swin transformer and enhanced
                  local self-attention},
  journal      = {Int. J. Comput. Assist. Radiol. Surg.},
  volume       = {19},
  number       = {2},
  pages        = {273--281},
  year         = {2024},
  url          = {https://doi.org/10.1007/s11548-023-03024-8},
  doi          = {10.1007/S11548-023-03024-8},
  timestamp    = {Thu, 29 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/cars/GhazouaniVR24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmig/ZhouRH23,
  author       = {Tongxue Zhou and
                  Su Ruan and
                  Haigen Hu},
  title        = {A literature survey of MR-based brain tumor segmentation with missing
                  modalities},
  journal      = {Comput. Medical Imaging Graph.},
  volume       = {104},
  pages        = {102167},
  year         = {2023},
  url          = {https://doi.org/10.1016/j.compmedimag.2022.102167},
  doi          = {10.1016/J.COMPMEDIMAG.2022.102167},
  timestamp    = {Thu, 16 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/cmig/ZhouRH23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmig/ZhouNMGTFR23,
  author       = {Tongxue Zhou and
                  Alexandra Noeuveglise and
                  Romain Modzelewski and
                  Fethi Ghazouani and
                  S{\'{e}}bastien Thureau and
                  Maxime Fontanilles and
                  Su Ruan},
  title        = {Prediction of brain tumor recurrence location based on multi-modal
                  fusion and nonlinear correlation learning},
  journal      = {Comput. Medical Imaging Graph.},
  volume       = {106},
  pages        = {102218},
  year         = {2023},
  url          = {https://doi.org/10.1016/j.compmedimag.2023.102218},
  doi          = {10.1016/J.COMPMEDIMAG.2023.102218},
  timestamp    = {Fri, 21 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/cmig/ZhouNMGTFR23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/HuangRD23,
  author       = {Ling Huang and
                  Su Ruan and
                  Thierry Denoeux},
  title        = {Semi-supervised multiple evidence fusion for brain tumor segmentation},
  journal      = {Neurocomputing},
  volume       = {535},
  pages        = {40--52},
  year         = {2023},
  url          = {https://doi.org/10.1016/j.neucom.2023.02.047},
  doi          = {10.1016/J.NEUCOM.2023.02.047},
  timestamp    = {Thu, 13 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijon/HuangRD23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/HuangRD23,
  author       = {Ling Huang and
                  Su Ruan and
                  Thierry Denoeux},
  title        = {Application of belief functions to medical image segmentation: {A}
                  review},
  journal      = {Inf. Fusion},
  volume       = {91},
  pages        = {737--756},
  year         = {2023},
  url          = {https://doi.org/10.1016/j.inffus.2022.11.008},
  doi          = {10.1016/J.INFFUS.2022.11.008},
  timestamp    = {Sun, 15 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/inffus/HuangRD23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jimaging/KebailiLR23,
  author       = {Aghiles Kebaili and
                  J{\'{e}}r{\^{o}}me Lapuyade{-}Lahorgue and
                  Su Ruan},
  title        = {Deep Learning Approaches for Data Augmentation in Medical Imaging:
                  {A} Review},
  journal      = {J. Imaging},
  volume       = {9},
  number       = {4},
  pages        = {81},
  year         = {2023},
  url          = {https://doi.org/10.3390/jimaging9040081},
  doi          = {10.3390/JIMAGING9040081},
  timestamp    = {Fri, 18 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jimaging/KebailiLR23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipta/BrochetLLVDR23,
  author       = {Thibaud Brochet and
                  J{\'{e}}r{\^{o}}me Lapuyade{-}Lahorgue and
                  Hua Li and
                  Pierre Vera and
                  Pierre Decazes and
                  Su Ruan},
  title        = {Prediction of Head-Neck Cancer Recurrence from Pet/CT Images with
                  Havrda-Charvat Entropy},
  booktitle    = {Twelfth International Conference on Image Processing Theory, Tools
                  and Applications, {IPTA} 2023, Paris, France, October 16-19, 2023},
  pages        = {1--5},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/IPTA59101.2023.10320046},
  doi          = {10.1109/IPTA59101.2023.10320046},
  timestamp    = {Sat, 09 Dec 2023 09:49:48 +0100},
  biburl       = {https://dblp.org/rec/conf/ipta/BrochetLLVDR23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/ZhangSDRGY23,
  author       = {Lixin Zhang and
                  Yulun Sun and
                  Pierre Decazes and
                  Su Ruan and
                  Yu Guo and
                  Hui Yu},
  title        = {One-shot Learning for {DLBCL} Segmentation in Whole Body {PET/CT}
                  Images},
  booktitle    = {20th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
                  2023, Cartagena, Colombia, April 18-21, 2023},
  pages        = {1--4},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ISBI53787.2023.10230435},
  doi          = {10.1109/ISBI53787.2023.10230435},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/isbi/ZhangSDRGY23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-13725,
  author       = {Tongxue Zhou and
                  Alexandra Noeuveglise and
                  Romain Modzelewski and
                  Fethi Ghazouani and
                  S{\'{e}}bastien Thureau and
                  Maxime Fontanilles and
                  Su Ruan},
  title        = {Prediction of brain tumor recurrence location based on multi-modal
                  fusion and nonlinear correlation learning},
  journal      = {CoRR},
  volume       = {abs/2304.13725},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2304.13725},
  doi          = {10.48550/ARXIV.2304.13725},
  eprinttype    = {arXiv},
  eprint       = {2304.13725},
  timestamp    = {Wed, 03 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2304-13725.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-13125,
  author       = {Aghiles Kebaili and
                  J{\'{e}}r{\^{o}}me Lapuyade{-}Lahorgue and
                  Su Ruan},
  title        = {Deep Learning Approaches for Data Augmentation in Medical Imaging:
                  {A} Review},
  journal      = {CoRR},
  volume       = {abs/2307.13125},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2307.13125},
  doi          = {10.48550/ARXIV.2307.13125},
  eprinttype    = {arXiv},
  eprint       = {2307.13125},
  timestamp    = {Tue, 01 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2307-13125.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-05919,
  author       = {Ling Huang and
                  Su Ruan and
                  Pierre Decazes and
                  Thierry Denoeux},
  title        = {Deep evidential fusion with uncertainty quantification and contextual
                  discounting for multimodal medical image segmentation},
  journal      = {CoRR},
  volume       = {abs/2309.05919},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2309.05919},
  doi          = {10.48550/ARXIV.2309.05919},
  eprinttype    = {arXiv},
  eprint       = {2309.05919},
  timestamp    = {Wed, 20 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2309-05919.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-06873,
  author       = {Ling Huang and
                  Su Ruan and
                  Yucheng Xing and
                  Mengling Feng},
  title        = {A review of uncertainty quantification in medical image analysis:
                  probabilistic and non-probabilistic methods},
  journal      = {CoRR},
  volume       = {abs/2310.06873},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2310.06873},
  doi          = {10.48550/ARXIV.2310.06873},
  eprinttype    = {arXiv},
  eprint       = {2310.06873},
  timestamp    = {Thu, 26 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2310-06873.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-10472,
  author       = {Aghiles Kebaili and
                  J{\'{e}}r{\^{o}}me Lapuyade{-}Lahorgue and
                  Pierre Vera and
                  Su Ruan},
  title        = {End-to-end autoencoding architecture for the simultaneous generation
                  of medical images and corresponding segmentation masks},
  journal      = {CoRR},
  volume       = {abs/2311.10472},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2311.10472},
  doi          = {10.48550/ARXIV.2311.10472},
  eprinttype    = {arXiv},
  eprint       = {2311.10472},
  timestamp    = {Thu, 23 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2311-10472.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/AmyarMVMR22,
  author       = {Amine Amyar and
                  Romain Modzelewski and
                  Pierre Vera and
                  Vincent Morard and
                  Su Ruan},
  title        = {Multi-task multi-scale learning for outcome prediction in 3D {PET}
                  images},
  journal      = {Comput. Biol. Medicine},
  volume       = {151},
  number       = {Part},
  pages        = {106208},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.compbiomed.2022.106208},
  doi          = {10.1016/J.COMPBIOMED.2022.106208},
  timestamp    = {Sun, 25 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/cbm/AmyarMVMR22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/HuangGZHDBR22,
  author       = {Zhengshan Huang and
                  Yu Guo and
                  Ning Zhang and
                  Xian Huang and
                  Pierre Decazes and
                  St{\'{e}}phanie Becker and
                  Su Ruan},
  title        = {Multi-scale feature similarity-based weakly supervised lymphoma segmentation
                  in {PET/CT} images},
  journal      = {Comput. Biol. Medicine},
  volume       = {151},
  number       = {Part},
  pages        = {106230},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.compbiomed.2022.106230},
  doi          = {10.1016/J.COMPBIOMED.2022.106230},
  timestamp    = {Sun, 12 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/cbm/HuangGZHDBR22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/entropy/BrochetLVR22,
  author       = {Thibaud Brochet and
                  J{\'{e}}r{\^{o}}me Lapuyade{-}Lahorgue and
                  Pierre Vera and
                  Su Ruan},
  title        = {A Quantitative Comparison between Shannon and Tsallis-Havrda-Charvat
                  Entropies Applied to Cancer Outcome Prediction},
  journal      = {Entropy},
  volume       = {24},
  number       = {4},
  pages        = {436},
  year         = {2022},
  url          = {https://doi.org/10.3390/e24040436},
  doi          = {10.3390/E24040436},
  timestamp    = {Wed, 18 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/entropy/BrochetLVR22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/entropy/BrochetLHTPGMGT22,
  author       = {Thibaud Brochet and
                  J{\'{e}}r{\^{o}}me Lapuyade{-}Lahorgue and
                  Alexandre Huat and
                  S{\'{e}}bastien Thureau and
                  David Pasquier and
                  Isabelle Gardin and
                  Romain Modzelewski and
                  David Gibon and
                  Juliette Thariat and
                  Vincent Gr{\'{e}}goire and
                  Pierre Vera and
                  Su Ruan},
  title        = {Correction: Brochet et al. {A} Quantitative Comparison between Shannon
                  and Tsallis-Havrda-Charvat Entropies Applied to Cancer Outcome Prediction.
                  Entropy 2022, 24, 436},
  journal      = {Entropy},
  volume       = {24},
  number       = {5},
  pages        = {685},
  year         = {2022},
  url          = {https://doi.org/10.3390/e24050685},
  doi          = {10.3390/E24050685},
  timestamp    = {Tue, 28 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/entropy/BrochetLHTPGMGT22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/HuangRDD22,
  author       = {Ling Huang and
                  Su Ruan and
                  Pierre Decazes and
                  Thierry Denoeux},
  title        = {Lymphoma segmentation from 3D {PET-CT} images using a deep evidential
                  network},
  journal      = {Int. J. Approx. Reason.},
  volume       = {149},
  pages        = {39--60},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.ijar.2022.06.007},
  doi          = {10.1016/J.IJAR.2022.06.007},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ijar/HuangRDD22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jimaging/AmyarMVMR22,
  author       = {Amine Amyar and
                  Romain Modzelewski and
                  Pierre Vera and
                  Vincent Morard and
                  Su Ruan},
  title        = {Weakly Supervised Tumor Detection in {PET} Using Class Response for
                  Treatment Outcome Prediction},
  journal      = {J. Imaging},
  volume       = {8},
  number       = {5},
  pages        = {130},
  year         = {2022},
  url          = {https://doi.org/10.3390/jimaging8050130},
  doi          = {10.3390/JIMAGING8050130},
  timestamp    = {Tue, 28 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jimaging/AmyarMVMR22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/ZhouRVC22,
  author       = {Tongxue Zhou and
                  Su Ruan and
                  Pierre Vera and
                  St{\'{e}}phane Canu},
  title        = {A Tri-Attention fusion guided multi-modal segmentation network},
  journal      = {Pattern Recognit.},
  volume       = {124},
  pages        = {108417},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.patcog.2021.108417},
  doi          = {10.1016/J.PATCOG.2021.108417},
  timestamp    = {Tue, 15 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pr/ZhouRVC22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/HuSGLZR22,
  author       = {Haigen Hu and
                  Leizhao Shen and
                  Qiu Guan and
                  Xiaoxin Li and
                  Qianwei Zhou and
                  Su Ruan},
  title        = {Deep co-supervision and attention fusion strategy for automatic {COVID-19}
                  lung infection segmentation on {CT} images},
  journal      = {Pattern Recognit.},
  volume       = {124},
  pages        = {108452},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.patcog.2021.108452},
  doi          = {10.1016/J.PATCOG.2021.108452},
  timestamp    = {Tue, 15 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pr/HuSGLZR22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/ZhouVCR22,
  author       = {Tongxue Zhou and
                  Pierre Vera and
                  St{\'{e}}phane Canu and
                  Su Ruan},
  title        = {Missing Data Imputation via Conditional Generator and Correlation
                  Learning for Multimodal Brain Tumor Segmentation},
  journal      = {Pattern Recognit. Lett.},
  volume       = {158},
  pages        = {125--132},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.patrec.2022.04.019},
  doi          = {10.1016/J.PATREC.2022.04.019},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/prl/ZhouVCR22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/ZhouNGMTFR22,
  author       = {Tongxue Zhou and
                  Alexandra Noeuveglise and
                  Fethi Ghazouani and
                  Romain Modzelewski and
                  S{\'{e}}bastien Thureau and
                  Maxime Fontanilles and
                  Su Ruan},
  title        = {Prediction of Brain Tumor Recurrence Location Based on Kullback-Leibler
                  Divergence and Nonlinear Correlation Learning},
  booktitle    = {26th International Conference on Pattern Recognition, {ICPR} 2022,
                  Montreal, QC, Canada, August 21-25, 2022},
  pages        = {4414--4419},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/ICPR56361.2022.9956094},
  doi          = {10.1109/ICPR56361.2022.9956094},
  timestamp    = {Thu, 01 Dec 2022 13:56:03 +0100},
  biburl       = {https://dblp.org/rec/conf/icpr/ZhouNGMTFR22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/AndrearczykOAABBCCRDCEEFJKSMNPRTTSVV22,
  author       = {Vincent Andrearczyk and
                  Valentin Oreiller and
                  Moamen Abobakr and
                  Azadeh Akhavanallaf and
                  Panagiotis Balermpas and
                  Sarah Boughdad and
                  Leo Capriotti and
                  Jo{\"{e}}l Castelli and
                  Catherine Cheze Le Rest and
                  Pierre Decazes and
                  Ricardo Correia and
                  Dina El{-}Habashy and
                  Hesham Elhalawani and
                  Clifton D. Fuller and
                  Mario Jreige and
                  Yomna Khamis and
                  Agustina La Greca Saint{-}Esteven and
                  Abdallah Sherif Radwan Mohamed and
                  Mohamed A. Naser and
                  John O. Prior and
                  Su Ruan and
                  Stephanie Tanadini{-}Lang and
                  Olena Tankyevych and
                  Yazdan Salimi and
                  Martin Valli{\`{e}}res and
                  Pierre Vera and
                  Dimitris Visvikis and
                  Kareem A. Wahid and
                  Habib Zaidi and
                  Mathieu Hatt and
                  Adrien Depeursinge},
  editor       = {Vincent Andrearczyk and
                  Valentin Oreiller and
                  Mathieu Hatt and
                  Adrien Depeursinge},
  title        = {Overview of the {HECKTOR} Challenge at {MICCAI} 2022: Automatic Head
                  and Neck Tumor Segmentation and Outcome Prediction in {PET/CT}},
  booktitle    = {Head and Neck Tumor Segmentation and Outcome Prediction - Third Challenge,
                  {HECKTOR} 2022, Held in Conjunction with {MICCAI} 2022, Singapore,
                  September 22, 2022, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {13626},
  pages        = {1--30},
  publisher    = {Springer},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-3-031-27420-6\_1},
  doi          = {10.1007/978-3-031-27420-6\_1},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/miccai/AndrearczykOAABBCCRDCEEFJKSMNPRTTSVV22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/HuangDVR22,
  author       = {Ling Huang and
                  Thierry Denoeux and
                  Pierre Vera and
                  Su Ruan},
  editor       = {Linwei Wang and
                  Qi Dou and
                  P. Thomas Fletcher and
                  Stefanie Speidel and
                  Shuo Li},
  title        = {Evidence Fusion with Contextual Discounting for Multi-modality Medical
                  Image Segmentation},
  booktitle    = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
                  2022 - 25th International Conference, Singapore, September 18-22,
                  2022, Proceedings, Part {V}},
  series       = {Lecture Notes in Computer Science},
  volume       = {13435},
  pages        = {401--411},
  publisher    = {Springer},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-3-031-16443-9\_39},
  doi          = {10.1007/978-3-031-16443-9\_39},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/miccai/HuangDVR22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-13078,
  author       = {Ling Huang and
                  Su Ruan and
                  Pierre Decazes and
                  Thierry Denoeux},
  title        = {Lymphoma segmentation from 3D {PET-CT} images using a deep evidential
                  network},
  journal      = {CoRR},
  volume       = {abs/2201.13078},
  year         = {2022},
  url          = {https://arxiv.org/abs/2201.13078},
  eprinttype    = {arXiv},
  eprint       = {2201.13078},
  timestamp    = {Wed, 02 Feb 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2201-13078.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-00641,
  author       = {Amine Amyar and
                  Romain Modzelewski and
                  Pierre Vera and
                  Vincent Morard and
                  Su Ruan},
  title        = {Multi-Task Multi-Scale Learning For Outcome Prediction in 3D {PET}
                  Images},
  journal      = {CoRR},
  volume       = {abs/2203.00641},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2203.00641},
  doi          = {10.48550/ARXIV.2203.00641},
  eprinttype    = {arXiv},
  eprint       = {2203.00641},
  timestamp    = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2203-00641.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-11943,
  author       = {Thibaud Brochet and
                  J{\'{e}}r{\^{o}}me Lapuyade{-}Lahorgue and
                  Pierre Vera and
                  Su Ruan},
  title        = {A Quantitative Comparison between Shannon and Tsallis Havrda Charvat
                  Entropies Applied to Cancer Outcome Prediction},
  journal      = {CoRR},
  volume       = {abs/2203.11943},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2203.11943},
  doi          = {10.48550/ARXIV.2203.11943},
  eprinttype    = {arXiv},
  eprint       = {2203.11943},
  timestamp    = {Wed, 30 Mar 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2203-11943.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-01733,
  author       = {Ling Huang and
                  Su Ruan},
  title        = {Application of belief functions to medical image segmentation: {A}
                  review},
  journal      = {CoRR},
  volume       = {abs/2205.01733},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2205.01733},
  doi          = {10.48550/ARXIV.2205.01733},
  eprinttype    = {arXiv},
  eprint       = {2205.01733},
  timestamp    = {Thu, 05 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2205-01733.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-11501,
  author       = {Zong Fan and
                  Xiaohui Zhang and
                  Jacob A. Gasienica and
                  Jennifer Potts and
                  Su Ruan and
                  Wade Thorstad and
                  Hiram Gay and
                  Xiaowei Wang and
                  Hua Li},
  title        = {A novel adversarial learning strategy for medical image classification},
  journal      = {CoRR},
  volume       = {abs/2206.11501},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2206.11501},
  doi          = {10.48550/ARXIV.2206.11501},
  eprinttype    = {arXiv},
  eprint       = {2206.11501},
  timestamp    = {Mon, 15 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2206-11501.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-11739,
  author       = {Ling Huang and
                  Thierry Denoeux and
                  Pierre Vera and
                  Su Ruan},
  title        = {Evidence fusion with contextual discounting for multi-modality medical
                  image segmentation},
  journal      = {CoRR},
  volume       = {abs/2206.11739},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2206.11739},
  doi          = {10.48550/ARXIV.2206.11739},
  eprinttype    = {arXiv},
  eprint       = {2206.11739},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2206-11739.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/HeLTGZRWL21,
  author       = {Shenghua He and
                  Chunfeng Lian and
                  Wade Thorstad and
                  Hiram Gay and
                  Yujie Zhao and
                  Su Ruan and
                  Xiaowei Wang and
                  Hua Li},
  title        = {A novel systematic approach for cancer treatment prognosis and its
                  applications in oropharyngeal cancer with microRNA biomarkers},
  journal      = {Bioinform.},
  volume       = {37},
  number       = {19},
  pages        = {3106--3114},
  year         = {2021},
  url          = {https://doi.org/10.1093/bioinformatics/btab242},
  doi          = {10.1093/BIOINFORMATICS/BTAB242},
  timestamp    = {Sat, 25 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/bioinformatics/HeLTGZRWL21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ZhouCVR21,
  author       = {Tongxue Zhou and
                  St{\'{e}}phane Canu and
                  Pierre Vera and
                  Su Ruan},
  title        = {Feature-enhanced generation and multi-modality fusion based deep neural
                  network for brain tumor segmentation with missing {MR} modalities},
  journal      = {Neurocomputing},
  volume       = {466},
  pages        = {102--112},
  year         = {2021},
  url          = {https://doi.org/10.1016/j.neucom.2021.09.032},
  doi          = {10.1016/J.NEUCOM.2021.09.032},
  timestamp    = {Wed, 03 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ijon/ZhouCVR21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/imst/ZhouCR21,
  author       = {Tongxue Zhou and
                  St{\'{e}}phane Canu and
                  Su Ruan},
  title        = {Automatic {COVID-19} {CT} segmentation using U-Net integrated spatial
                  and channel attention mechanism},
  journal      = {Int. J. Imaging Syst. Technol.},
  volume       = {31},
  number       = {1},
  pages        = {16--27},
  year         = {2021},
  url          = {https://doi.org/10.1002/ima.22527},
  doi          = {10.1002/IMA.22527},
  timestamp    = {Tue, 01 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/imst/ZhouCR21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/ZhouCVR21,
  author       = {Tongxue Zhou and
                  St{\'{e}}phane Canu and
                  Pierre Vera and
                  Su Ruan},
  title        = {Latent Correlation Representation Learning for Brain Tumor Segmentation
                  With Missing {MRI} Modalities},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {30},
  pages        = {4263--4274},
  year         = {2021},
  url          = {https://doi.org/10.1109/TIP.2021.3070752},
  doi          = {10.1109/TIP.2021.3070752},
  timestamp    = {Sun, 16 May 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tip/ZhouCVR21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/belief/HuangRDD21,
  author       = {Ling Huang and
                  Su Ruan and
                  Pierre Decazes and
                  Thierry Denoeux},
  editor       = {Thierry Denoeux and
                  Eric Lef{\`{e}}vre and
                  Zhunga Liu and
                  Fr{\'{e}}d{\'{e}}ric Pichon},
  title        = {Evidential Segmentation of 3D {PET/CT} Images},
  booktitle    = {Belief Functions: Theory and Applications - 6th International Conference,
                  {BELIEF} 2021, Shanghai, China, October 15-19, 2021, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {12915},
  pages        = {159--167},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-88601-1\_16},
  doi          = {10.1007/978-3-030-88601-1\_16},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/belief/HuangRDD21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibe2/HuangRD21,
  author       = {Ling Huang and
                  Su Ruan and
                  Thierry Denoeux},
  title        = {Covid-19 Classification with Deep Neural Network and Belief Functions},
  booktitle    = {{BIBE} 2021: The Fifth International Conference on Biological Information
                  and Biomedical Engineering, Hangzhou, China, July 20-22, 2021},
  pages        = {3:1--3:4},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3469678.3469719},
  doi          = {10.1145/3469678.3469719},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/bibe2/HuangRD21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/HuangRD21,
  author       = {Ling Huang and
                  Su Ruan and
                  Thierry Denoeux},
  title        = {Belief Function-Based Semi-Supervised Learning For Brain Tumor Segmentation},
  booktitle    = {18th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
                  2021, Nice, France, April 13-16, 2021},
  pages        = {160--164},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/ISBI48211.2021.9433885},
  doi          = {10.1109/ISBI48211.2021.9433885},
  timestamp    = {Wed, 04 Oct 2023 17:01:25 +0200},
  biburl       = {https://dblp.org/rec/conf/isbi/HuangRD21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad2/ZhouCVR21,
  author       = {Tongxue Zhou and
                  St{\'{e}}phane Canu and
                  Pierre Vera and
                  Su Ruan},
  editor       = {Ruidan Su and
                  Yu{-}Dong Zhang and
                  Han Liu},
  title        = {A Dual Supervision Guided Attentional Network for Multimodal {MR}
                  Brain Tumor Segmentation},
  booktitle    = {Proceedings of 2021 International Conference on Medical Imaging and
                  Computer-Aided Diagnosis, {MICAD} 2021, Birmingham, United Kingdom,
                  March 25-26, 2021},
  series       = {Lecture Notes in Electrical Engineering},
  volume       = {784},
  pages        = {3--11},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-981-16-3880-0\_1},
  doi          = {10.1007/978-981-16-3880-0\_1},
  timestamp    = {Thu, 15 Dec 2022 10:21:36 +0100},
  biburl       = {https://dblp.org/rec/conf/micad2/ZhouCVR21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/HuangDTDR21,
  author       = {Ling Huang and
                  Thierry Denoeux and
                  David Tonnelet and
                  Pierre Decazes and
                  Su Ruan},
  editor       = {Chunfeng Lian and
                  Xiaohuan Cao and
                  Islem Rekik and
                  Xuanang Xu and
                  Pingkun Yan},
  title        = {Deep {PET/CT} Fusion with Dempster-Shafer Theory for Lymphoma Segmentation},
  booktitle    = {Machine Learning in Medical Imaging - 12th International Workshop,
                  {MLMI} 2021, Held in Conjunction with {MICCAI} 2021, Strasbourg, France,
                  September 27, 2021, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {12966},
  pages        = {30--39},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-87589-3\_4},
  doi          = {10.1007/978-3-030-87589-3\_4},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/miccai/HuangDTDR21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miigp/FanHRW021,
  author       = {Zong Fan and
                  Shenghua He and
                  Su Ruan and
                  Xiaowei Wang and
                  Hua Li},
  editor       = {Cristian A. Linte and
                  Jeffrey H. Siewerdsen},
  title        = {Deep learning-based multi-class {COVID-19} classification with x-ray
                  images},
  booktitle    = {Medical Imaging 2021: Image-Guided Procedures, Robotic Interventions,
                  and Modeling, Online, February 15-20, 2021},
  series       = {{SPIE} Proceedings},
  volume       = {11598},
  publisher    = {{SPIE}},
  year         = {2021},
  url          = {https://doi.org/10.1117/12.2582261},
  doi          = {10.1117/12.2582261},
  timestamp    = {Mon, 26 Feb 2024 16:22:50 +0100},
  biburl       = {https://dblp.org/rec/conf/miigp/FanHRW021.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-06958,
  author       = {Ling Huang and
                  Su Ruan and
                  Thierry Denoeux},
  title        = {Covid-19 classification with deep neural network and belief functions},
  journal      = {CoRR},
  volume       = {abs/2101.06958},
  year         = {2021},
  url          = {https://arxiv.org/abs/2101.06958},
  eprinttype    = {arXiv},
  eprint       = {2101.06958},
  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2101-06958.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-00097,
  author       = {Ling Huang and
                  Su Ruan and
                  Thierry Denoeux},
  title        = {Belief function-based semi-supervised learning for brain tumor segmentation},
  journal      = {CoRR},
  volume       = {abs/2102.00097},
  year         = {2021},
  url          = {https://arxiv.org/abs/2102.00097},
  eprinttype    = {arXiv},
  eprint       = {2102.00097},
  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2102-00097.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-03111,
  author       = {Tongxue Zhou and
                  St{\'{e}}phane Canu and
                  Pierre Vera and
                  Su Ruan},
  title        = {3D Medical Multi-modal Segmentation Network Guided by Multi-source
                  Correlation Constraint},
  journal      = {CoRR},
  volume       = {abs/2102.03111},
  year         = {2021},
  url          = {https://arxiv.org/abs/2102.03111},
  eprinttype    = {arXiv},
  eprint       = {2102.03111},
  timestamp    = {Wed, 10 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2102-03111.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-05450,
  author       = {Thibaud Brochet and
                  J{\'{e}}r{\^{o}}me Lapuyade{-}Lahorgue and
                  S{\'{e}}bastien Bougleux and
                  Mathieu Sala{\"{u}}n and
                  Su Ruan},
  title        = {Deep learning using Havrda-Charvat entropy for classification of pulmonary
                  endomicroscopy},
  journal      = {CoRR},
  volume       = {abs/2104.05450},
  year         = {2021},
  url          = {https://arxiv.org/abs/2104.05450},
  eprinttype    = {arXiv},
  eprint       = {2104.05450},
  timestamp    = {Mon, 19 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2104-05450.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-06231,
  author       = {Tongxue Zhou and
                  St{\'{e}}phane Canu and
                  Pierre Vera and
                  Su Ruan},
  title        = {Latent Correlation Representation Learning for Brain Tumor Segmentation
                  with Missing {MRI} Modalities},
  journal      = {CoRR},
  volume       = {abs/2104.06231},
  year         = {2021},
  url          = {https://arxiv.org/abs/2104.06231},
  eprinttype    = {arXiv},
  eprint       = {2104.06231},
  timestamp    = {Mon, 19 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2104-06231.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-13293,
  author       = {Ling Huang and
                  Su Ruan and
                  Pierre Decazes and
                  Thierry Denoeux},
  title        = {Evidential segmentation of 3D {PET/CT} images},
  journal      = {CoRR},
  volume       = {abs/2104.13293},
  year         = {2021},
  url          = {https://arxiv.org/abs/2104.13293},
  eprinttype    = {arXiv},
  eprint       = {2104.13293},
  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2104-13293.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-05422,
  author       = {Ling Huang and
                  Thierry Denoeux and
                  David Tonnelet and
                  Pierre Decazes and
                  Su Ruan},
  title        = {Deep {PET/CT} fusion with Dempster-Shafer theory for lymphoma segmentation},
  journal      = {CoRR},
  volume       = {abs/2108.05422},
  year         = {2021},
  url          = {https://arxiv.org/abs/2108.05422},
  eprinttype    = {arXiv},
  eprint       = {2108.05422},
  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2108-05422.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-10332,
  author       = {Fereshteh Yousefirizi and
                  Pierre Decazes and
                  Amine Amyar and
                  Su Ruan and
                  Babak Saboury and
                  Arman Rahmim},
  title        = {AI-Based Detection, Classification and Prediction/Prognosis in Medical
                  Imaging: Towards Radiophenomics},
  journal      = {CoRR},
  volume       = {abs/2110.10332},
  year         = {2021},
  url          = {https://arxiv.org/abs/2110.10332},
  eprinttype    = {arXiv},
  eprint       = {2110.10332},
  timestamp    = {Tue, 02 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2110-10332.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-01623,
  author       = {Tongxue Zhou and
                  Su Ruan and
                  Pierre Vera and
                  St{\'{e}}phane Canu},
  title        = {A Tri-attention Fusion Guided Multi-modal Segmentation Network},
  journal      = {CoRR},
  volume       = {abs/2111.01623},
  year         = {2021},
  url          = {https://arxiv.org/abs/2111.01623},
  eprinttype    = {arXiv},
  eprint       = {2111.01623},
  timestamp    = {Fri, 05 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2111-01623.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-04735,
  author       = {Tongxue Zhou and
                  St{\'{e}}phane Canu and
                  Pierre Vera and
                  Su Ruan},
  title        = {Feature-enhanced Generation and Multi-modality Fusion based Deep Neural
                  Network for Brain Tumor Segmentation with Missing {MR} Modalities},
  journal      = {CoRR},
  volume       = {abs/2111.04735},
  year         = {2021},
  url          = {https://arxiv.org/abs/2111.04735},
  eprinttype    = {arXiv},
  eprint       = {2111.04735},
  timestamp    = {Wed, 10 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2111-04735.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-10368,
  author       = {Haigen Hu and
                  Leizhao Shen and
                  Qiu Guan and
                  Xiaoxin Li and
                  Qianwei Zhou and
                  Su Ruan},
  title        = {Deep Co-supervision and Attention Fusion Strategy for Automatic {COVID-19}
                  Lung Infection Segmentation on {CT} Images},
  journal      = {CoRR},
  volume       = {abs/2112.10368},
  year         = {2021},
  url          = {https://arxiv.org/abs/2112.10368},
  eprinttype    = {arXiv},
  eprint       = {2112.10368},
  timestamp    = {Wed, 05 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2112-10368.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/AmyarMLR20,
  author       = {Amine Amyar and
                  Romain Modzelewski and
                  Hua Li and
                  Su Ruan},
  title        = {Multi-task deep learning based {CT} imaging analysis for {COVID-19}
                  pneumonia: Classification and segmentation},
  journal      = {Comput. Biol. Medicine},
  volume       = {126},
  pages        = {104037},
  year         = {2020},
  url          = {https://doi.org/10.1016/j.compbiomed.2020.104037},
  doi          = {10.1016/J.COMPBIOMED.2020.104037},
  timestamp    = {Fri, 25 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/cbm/AmyarMLR20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmig/ZhouCR20,
  author       = {Tongxue Zhou and
                  St{\'{e}}phane Canu and
                  Su Ruan},
  title        = {Fusion based on attention mechanism and context constraint for multi-modal
                  brain tumor segmentation},
  journal      = {Comput. Medical Imaging Graph.},
  volume       = {86},
  pages        = {101811},
  year         = {2020},
  url          = {https://doi.org/10.1016/j.compmedimag.2020.101811},
  doi          = {10.1016/J.COMPMEDIMAG.2020.101811},
  timestamp    = {Fri, 25 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/cmig/ZhouCR20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dsp/LiuCHR20,
  author       = {Yuan Liu and
                  St{\'{e}}phane Canu and
                  Paul Honeine and
                  Su Ruan},
  title        = {Incoherent dictionary learning via mixed-integer programming and hybrid
                  augmented Lagrangian},
  journal      = {Digit. Signal Process.},
  volume       = {101},
  pages        = {102703},
  year         = {2020},
  url          = {https://doi.org/10.1016/j.dsp.2020.102703},
  doi          = {10.1016/J.DSP.2020.102703},
  timestamp    = {Tue, 03 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/dsp/LiuCHR20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbe/NieTLWPRWS20,
  author       = {Dong Nie and
                  Roger Trullo and
                  Jun Lian and
                  Li Wang and
                  Caroline Petitjean and
                  Su Ruan and
                  Qian Wang and
                  Dinggang Shen},
  title        = {Corrections to "Medical Image Synthesis With Deep Convolutional
                  Adversarial Networks"},
  journal      = {{IEEE} Trans. Biomed. Eng.},
  volume       = {67},
  number       = {9},
  pages        = {2706},
  year         = {2020},
  url          = {https://doi.org/10.1109/TBME.2020.3006296},
  doi          = {10.1109/TBME.2020.3006296},
  timestamp    = {Fri, 25 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tbe/NieTLWPRWS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbra/AmyarRVDM20,
  author       = {Amine Amyar and
                  Su Ruan and
                  Pierre Vera and
                  Pierre Decazes and
                  Romain Modzelewski},
  title        = {{RADIOGAN:} Deep Convolutional Conditional Generative Adversarial
                  Network to Generate {PET} Images},
  booktitle    = {{ICBRA} 2020: 7th International Conference on Bioinformatics Research
                  and Applications, Berlin, Germany, September, 2020},
  pages        = {28--33},
  publisher    = {{ACM}},
  year         = {2020},
  url          = {https://doi.org/10.1145/3440067.3440073},
  doi          = {10.1145/3440067.3440073},
  timestamp    = {Tue, 08 Feb 2022 11:37:25 +0100},
  biburl       = {https://dblp.org/rec/conf/icbra/AmyarRVDM20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/ZhouCVR20,
  author       = {Tongxue Zhou and
                  St{\'{e}}phane Canu and
                  Pierre Vera and
                  Su Ruan},
  title        = {3D Medical Multi-modal Segmentation Network Guided by Multi-source
                  Correlation Constraint},
  booktitle    = {25th International Conference on Pattern Recognition, {ICPR} 2020,
                  Virtual Event / Milan, Italy, January 10-15, 2021},
  pages        = {10243--10250},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/ICPR48806.2021.9412796},
  doi          = {10.1109/ICPR48806.2021.9412796},
  timestamp    = {Fri, 07 May 2021 08:42:33 +0200},
  biburl       = {https://dblp.org/rec/conf/icpr/ZhouCVR20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipta/BrochetLBSR20,
  author       = {Thibaud Brochet and
                  J{\'{e}}r{\^{o}}me Lapuyade{-}Lahorgue and
                  S{\'{e}}bastien Bougleux and
                  Mathieu Sala{\"{u}}n and
                  Su Ruan},
  title        = {Deep learning based automatic detection of uninformative images in
                  pulmonary optical endomicroscopy},
  booktitle    = {Tenth International Conference on Image Processing Theory, Tools and
                  Applications, {IPTA} 2020, Paris, France, November 9-12, 2020},
  pages        = {1--5},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/IPTA50016.2020.9286674},
  doi          = {10.1109/IPTA50016.2020.9286674},
  timestamp    = {Fri, 09 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ipta/BrochetLBSR20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipta/LambertPDK20,
  author       = {Zo{\'{e}} Lambert and
                  Caroline Petitjean and
                  Bernard Dubray and
                  Su Ruan},
  title        = {SegTHOR: Segmentation of Thoracic Organs at Risk in {CT} images},
  booktitle    = {Tenth International Conference on Image Processing Theory, Tools and
                  Applications, {IPTA} 2020, Paris, France, November 9-12, 2020},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/IPTA50016.2020.9286453},
  doi          = {10.1109/IPTA50016.2020.9286453},
  timestamp    = {Fri, 13 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ipta/LambertPDK20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/GuoDBLR20,
  author       = {Yu Guo and
                  Pierre Decazes and
                  St{\'{e}}phanie Becker and
                  Hua Li and
                  Su Ruan},
  title        = {Deep Disentangled Representation Learning of Pet Images for Lymphoma
                  Outcome Prediction},
  booktitle    = {17th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
                  2020, Iowa City, IA, USA, April 3-7, 2020},
  pages        = {1--4},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/ISBI45749.2020.9098477},
  doi          = {10.1109/ISBI45749.2020.9098477},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/isbi/GuoDBLR20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/ZhouRGC20,
  author       = {Tongxue Zhou and
                  Su Ruan and
                  Yu Guo and
                  St{\'{e}}phane Canu},
  title        = {A Multi-Modality Fusion Network Based on Attention Mechanism for Brain
                  Tumor Segmentation},
  booktitle    = {17th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
                  2020, Iowa City, IA, USA, April 3-7, 2020},
  pages        = {377--380},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/ISBI45749.2020.9098392},
  doi          = {10.1109/ISBI45749.2020.9098392},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/isbi/ZhouRGC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/HuSZDVR20,
  author       = {Haigen Hu and
                  Leizhao Shen and
                  Tongxue Zhou and
                  Pierre Decazes and
                  Pierre Vera and
                  Su Ruan},
  title        = {Lymphoma Segmentation in {PET} Images Based on Multi-view and Conv3D
                  Fusion Strategy},
  booktitle    = {17th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
                  2020, Iowa City, IA, USA, April 3-7, 2020},
  pages        = {1197--1200},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/ISBI45749.2020.9098595},
  doi          = {10.1109/ISBI45749.2020.9098595},
  timestamp    = {Fri, 09 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/isbi/HuSZDVR20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/ZhouCVR20,
  author       = {Tongxue Zhou and
                  St{\'{e}}phane Canu and
                  Pierre Vera and
                  Su Ruan},
  editor       = {Anne L. Martel and
                  Purang Abolmaesumi and
                  Danail Stoyanov and
                  Diana Mateus and
                  Maria A. Zuluaga and
                  S. Kevin Zhou and
                  Daniel Racoceanu and
                  Leo Joskowicz},
  title        = {Brain Tumor Segmentation with Missing Modalities via Latent Multi-source
                  Correlation Representation},
  booktitle    = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
                  2020 - 23rd International Conference, Lima, Peru, October 4-8, 2020,
                  Proceedings, Part {IV}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12264},
  pages        = {533--541},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-59719-1\_52},
  doi          = {10.1007/978-3-030-59719-1\_52},
  timestamp    = {Fri, 09 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/ZhouCVR20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-08337,
  author       = {Amine Amyar and
                  Romain Modzelewski and
                  Pierre Vera and
                  Vincent Morard and
                  Su Ruan},
  title        = {Weakly Supervised {PET} Tumor Detection Using Class Response},
  journal      = {CoRR},
  volume       = {abs/2003.08337},
  year         = {2020},
  url          = {https://arxiv.org/abs/2003.08337},
  eprinttype    = {arXiv},
  eprint       = {2003.08337},
  timestamp    = {Tue, 24 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2003-08337.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-08663,
  author       = {Amine Amyar and
                  Su Ruan and
                  Pierre Vera and
                  Pierre Decazes and
                  Romain Modzelewski},
  title        = {{RADIOGAN:} Deep Convolutional Conditional Generative adversarial
                  Network To Generate {PET} Images},
  journal      = {CoRR},
  volume       = {abs/2003.08663},
  year         = {2020},
  url          = {https://arxiv.org/abs/2003.08663},
  eprinttype    = {arXiv},
  eprint       = {2003.08663},
  timestamp    = {Tue, 24 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2003-08663.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-08870,
  author       = {Tongxue Zhou and
                  St{\'{e}}phane Canu and
                  Pierre Vera and
                  Su Ruan},
  title        = {Brain tumor segmentation with missing modalities via latent multi-source
                  correlation representation},
  journal      = {CoRR},
  volume       = {abs/2003.08870},
  year         = {2020},
  url          = {https://arxiv.org/abs/2003.08870},
  eprinttype    = {arXiv},
  eprint       = {2003.08870},
  timestamp    = {Tue, 24 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2003-08870.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-06673,
  author       = {Tongxue Zhou and
                  St{\'{e}}phane Canu and
                  Su Ruan},
  title        = {An automatic {COVID-19} {CT} segmentation network using spatial and
                  channel attention mechanism},
  journal      = {CoRR},
  volume       = {abs/2004.06673},
  year         = {2020},
  url          = {https://arxiv.org/abs/2004.06673},
  eprinttype    = {arXiv},
  eprint       = {2004.06673},
  timestamp    = {Tue, 28 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2004-06673.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-10664,
  author       = {Tongxue Zhou and
                  Su Ruan and
                  St{\'{e}}phane Canu},
  title        = {A review: Deep learning for medical image segmentation using multi-modality
                  fusion},
  journal      = {CoRR},
  volume       = {abs/2004.10664},
  year         = {2020},
  url          = {https://arxiv.org/abs/2004.10664},
  eprinttype    = {arXiv},
  eprint       = {2004.10664},
  timestamp    = {Wed, 29 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2004-10664.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/array/ZhouRC19,
  author       = {Tongxue Zhou and
                  Su Ruan and
                  St{\'{e}}phane Canu},
  title        = {A review: Deep learning for medical image segmentation using multi-modality
                  fusion},
  journal      = {Array},
  volume       = {3-4},
  pages        = {100004},
  year         = {2019},
  url          = {https://doi.org/10.1016/j.array.2019.100004},
  doi          = {10.1016/J.ARRAY.2019.100004},
  timestamp    = {Fri, 09 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/array/ZhouRC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cars/HuDVLR19,
  author       = {Haigen Hu and
                  Pierre Decazes and
                  Pierre Vera and
                  Hua Li and
                  Su Ruan},
  title        = {Detection and segmentation of lymphomas in 3D {PET} images via clustering
                  with entropy-based optimization strategy},
  journal      = {Int. J. Comput. Assist. Radiol. Surg.},
  volume       = {14},
  number       = {10},
  pages        = {1715--1724},
  year         = {2019},
  url          = {https://doi.org/10.1007/s11548-019-02049-2},
  doi          = {10.1007/S11548-019-02049-2},
  timestamp    = {Sat, 05 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/cars/HuDVLR19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mms/WangLVR19,
  author       = {Fan Wang and
                  Chunfeng Lian and
                  Pierre Vera and
                  Su Ruan},
  title        = {Adaptive kernelized evidential clustering for automatic 3D tumor segmentation
                  in {FDG-PET} images},
  journal      = {Multim. Syst.},
  volume       = {25},
  number       = {2},
  pages        = {127--133},
  year         = {2019},
  url          = {https://doi.org/10.1007/s00530-017-0579-0},
  doi          = {10.1007/S00530-017-0579-0},
  timestamp    = {Sun, 06 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/mms/WangLVR19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tci/LiuCHR19,
  author       = {Yuan Liu and
                  St{\'{e}}phane Canu and
                  Paul Honeine and
                  Su Ruan},
  title        = {Mixed Integer Programming For Sparse Coding: Application to Image
                  Denoising},
  journal      = {{IEEE} Trans. Computational Imaging},
  volume       = {5},
  number       = {3},
  pages        = {354--365},
  year         = {2019},
  url          = {https://doi.org/10.1109/TCI.2019.2896790},
  doi          = {10.1109/TCI.2019.2896790},
  timestamp    = {Tue, 03 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tci/LiuCHR19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/LianRDLV19,
  author       = {Chunfeng Lian and
                  Su Ruan and
                  Thierry Denoeux and
                  Hua Li and
                  Pierre Vera},
  title        = {Joint Tumor Segmentation in {PET-CT} Images Using Co-Clustering and
                  Fusion Based on Belief Functions},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {28},
  number       = {2},
  pages        = {755--766},
  year         = {2019},
  url          = {https://doi.org/10.1109/TIP.2018.2872908},
  doi          = {10.1109/TIP.2018.2872908},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tip/LianRDLV19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/HuDGZVR19,
  author       = {Haigen Hu and
                  Chao Du and
                  Qiu Guan and
                  Qianwei Zhou and
                  Pierre Vera and
                  Su Ruan},
  editor       = {Illhoi Yoo and
                  Jinbo Bi and
                  Xiaohua Hu},
  title        = {A Background-based Data Enhancement Method for Lymphoma Segmentation
                  in 3D {PET} Images},
  booktitle    = {2019 {IEEE} International Conference on Bioinformatics and Biomedicine,
                  {BIBM} 2019, San Diego, CA, USA, November 18-21, 2019},
  pages        = {1194--1196},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/BIBM47256.2019.8983179},
  doi          = {10.1109/BIBM47256.2019.8983179},
  timestamp    = {Fri, 09 Apr 2021 17:11:15 +0200},
  biburl       = {https://dblp.org/rec/conf/bibm/HuDGZVR19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/HuDDVR19,
  author       = {Haigen Hu and
                  Chao Du and
                  Pierre Decazes and
                  Pierre Vera and
                  Su Ruan},
  editor       = {Illhoi Yoo and
                  Jinbo Bi and
                  Xiaohua Hu},
  title        = {A Prior Knowledge Intergrated Scheme for Detection and Segmentation
                  of Lymphomas in 3D {PET} Images based on {DBSCAN} and GAs},
  booktitle    = {2019 {IEEE} International Conference on Bioinformatics and Biomedicine,
                  {BIBM} 2019, San Diego, CA, USA, November 18-21, 2019},
  pages        = {2413--2420},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/BIBM47256.2019.8983082},
  doi          = {10.1109/BIBM47256.2019.8983082},
  timestamp    = {Fri, 14 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/bibm/HuDDVR19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmei/HuDLVR19,
  author       = {Haigen Hu and
                  Pierre Decazes and
                  J{\'{e}}r{\^{o}}me Lapuyade{-}Lahorgue and
                  Pierre Vera and
                  Su Ruan},
  title        = {Gaussian-based Spatial Hybrid Distances for Detection and Segmentation
                  of Lymphoid Lesions in 3D {PET} Images},
  booktitle    = {12th International Congress on Image and Signal Processing, BioMedical
                  Engineering and Informatics, {CISP-BMEI} 2019, Suzhou, China, October
                  19-21, 2019},
  pages        = {1--5},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/CISP-BMEI48845.2019.8965932},
  doi          = {10.1109/CISP-BMEI48845.2019.8965932},
  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/bmei/HuDLVR19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/ZhouRHC19,
  author       = {Tongxue Zhou and
                  Su Ruan and
                  Haigen Hu and
                  St{\'{e}}phane Canu},
  editor       = {Heung{-}Il Suk and
                  Mingxia Liu and
                  Pingkun Yan and
                  Chunfeng Lian},
  title        = {Deep Learning Model Integrating Dilated Convolution and Deep Supervision
                  for Brain Tumor Segmentation in Multi-parametric {MRI}},
  booktitle    = {Machine Learning in Medical Imaging - 10th International Workshop,
                  {MLMI} 2019, Held in Conjunction with {MICCAI} 2019, Shenzhen, China,
                  October 13, 2019, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {11861},
  pages        = {574--582},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-32692-0\_66},
  doi          = {10.1007/978-3-030-32692-0\_66},
  timestamp    = {Tue, 18 Jan 2022 13:58:27 +0100},
  biburl       = {https://dblp.org/rec/conf/miccai/ZhouRHC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/isbi/2019segthor,
  editor       = {Caroline Petitjean and
                  Su Ruan and
                  Zo{\'{e}} Lambert and
                  Bernard Dubray},
  title        = {Proceedings of the 2019 Challenge on Segmentation of THoracic Organs
                  at Risk in {CT} Images, SegTHOR@ISBI 2019, April 8, 2019},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {2349},
  publisher    = {CEUR-WS.org},
  year         = {2019},
  url          = {https://ceur-ws.org/Vol-2349},
  urn          = {urn:nbn:de:0074-2349-2},
  timestamp    = {Fri, 10 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/isbi/2019segthor.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-05950,
  author       = {Zo{\'{e}} Lambert and
                  Caroline Petitjean and
                  Bernard Dubray and
                  Su Ruan},
  title        = {SegTHOR: Segmentation of Thoracic Organs at Risk in {CT} images},
  journal      = {CoRR},
  volume       = {abs/1912.05950},
  year         = {2019},
  url          = {http://arxiv.org/abs/1912.05950},
  eprinttype    = {arXiv},
  eprint       = {1912.05950},
  timestamp    = {Tue, 07 Jan 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1912-05950.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmig/YuDLGVR18,
  author       = {Yuntao Yu and
                  Pierre Decazes and
                  J{\'{e}}r{\^{o}}me Lapuyade{-}Lahorgue and
                  Isabelle Gardin and
                  Pierre Vera and
                  Su Ruan},
  title        = {Semi-automatic lymphoma detection and segmentation using fully conditional
                  random fields},
  journal      = {Comput. Medical Imaging Graph.},
  volume       = {70},
  pages        = {1--7},
  year         = {2018},
  url          = {https://doi.org/10.1016/j.compmedimag.2018.09.001},
  doi          = {10.1016/J.COMPMEDIMAG.2018.09.001},
  timestamp    = {Mon, 15 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/cmig/YuDLGVR18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/WuMRLDLOZAGMTL18,
  author       = {Jian Wu and
                  Thomas R. Mazur and
                  Su Ruan and
                  Chunfeng Lian and
                  Nalini Daniel and
                  Hilary Lashmett and
                  Laura Ochoa and
                  Imran Zoberi and
                  Mark A. Anastasio and
                  H. Michael Gach and
                  Sasa Mutic and
                  Maria Thomas and
                  Hua Li},
  title        = {A deep Boltzmann machine-driven level set method for heart motion
                  tracking using cine {MRI} images},
  journal      = {Medical Image Anal.},
  volume       = {47},
  pages        = {68--80},
  year         = {2018},
  url          = {https://doi.org/10.1016/j.media.2018.03.015},
  doi          = {10.1016/J.MEDIA.2018.03.015},
  timestamp    = {Mon, 15 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/mia/WuMRLDLOZAGMTL18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbe/LianRDLV18,
  author       = {Chunfeng Lian and
                  Su Ruan and
                  Thierry Denoeux and
                  Hua Li and
                  Pierre Vera},
  title        = {Spatial Evidential Clustering With Adaptive Distance Metric for Tumor
                  Segmentation in {FDG-PET} Images},
  journal      = {{IEEE} Trans. Biomed. Eng.},
  volume       = {65},
  number       = {1},
  pages        = {21--30},
  year         = {2018},
  url          = {https://doi.org/10.1109/TBME.2017.2688453},
  doi          = {10.1109/TBME.2017.2688453},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tbe/LianRDLV18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbe/NieTLWPRWS18,
  author       = {Dong Nie and
                  Roger Trullo and
                  Jun Lian and
                  Li Wang and
                  Caroline Petitjean and
                  Su Ruan and
                  Qian Wang and
                  Dinggang Shen},
  title        = {Medical Image Synthesis with Deep Convolutional Adversarial Networks},
  journal      = {{IEEE} Trans. Biomed. Eng.},
  volume       = {65},
  number       = {12},
  pages        = {2720--2730},
  year         = {2018},
  url          = {https://doi.org/10.1109/TBME.2018.2814538},
  doi          = {10.1109/TBME.2018.2814538},
  timestamp    = {Wed, 02 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tbe/NieTLWPRWS18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atsip/BoughattasBHR18,
  author       = {Naouel Boughattas and
                  Maxime Berar and
                  Kamel Hamrouni and
                  Su Ruan},
  title        = {Feature selection and classification using multiple kernel learning
                  for brain tumor segmentation},
  booktitle    = {4th International Conference on Advanced Technologies for Signal and
                  Image Processing, {ATSIP} 2018, Sousse, Tunisia, March 21-24, 2018},
  pages        = {1--5},
  publisher    = {{IEEE}},
  year         = {2018},
  url          = {https://doi.org/10.1109/ATSIP.2018.8364470},
  doi          = {10.1109/ATSIP.2018.8364470},
  timestamp    = {Mon, 15 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/atsip/BoughattasBHR18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipta/ZhaDLER18,
  author       = {Jierui Zha and
                  Pierre Decazes and
                  J{\'{e}}r{\^{o}}me Lapuyade and
                  Abderrahim Elmoataz and
                  Su Ruan},
  title        = {3D lymphoma detection in {PET-CT} images with supervoxel and CRFs},
  booktitle    = {Eighth International Conference on Image Processing Theory, Tools
                  and Applications, {IPTA} 2018, Xi'an, China, November 7-10, 2018},
  pages        = {1--5},
  publisher    = {{IEEE}},
  year         = {2018},
  url          = {https://doi.org/10.1109/IPTA.2018.8608129},
  doi          = {10.1109/IPTA.2018.8608129},
  timestamp    = {Mon, 15 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ipta/ZhaDLER18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/LianLVR18,
  author       = {Chunfeng Lian and
                  Hua Li and
                  Pierre Vera and
                  Su Ruan},
  title        = {Unsupervised co-segmentation of tumor in {PET-CT} images using belief
                  functions based fusion},
  booktitle    = {15th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
                  2018, Washington, DC, USA, April 4-7, 2018},
  pages        = {220--223},
  publisher    = {{IEEE}},
  year         = {2018},
  url          = {https://doi.org/10.1109/ISBI.2018.8363559},
  doi          = {10.1109/ISBI.2018.8363559},
  timestamp    = {Wed, 04 Oct 2023 17:01:25 +0200},
  biburl       = {https://dblp.org/rec/conf/isbi/LianLVR18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/WuRLMAL18,
  author       = {Jian Wu and
                  Su Ruan and
                  Chunfeng Lian and
                  Sasa Mutic and
                  Mark A. Anastasio and
                  Hua Li},
  title        = {Active learning with noise modeling for medical image annotation},
  booktitle    = {15th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
                  2018, Washington, DC, USA, April 4-7, 2018},
  pages        = {298--301},
  publisher    = {{IEEE}},
  year         = {2018},
  url          = {https://doi.org/10.1109/ISBI.2018.8363578},
  doi          = {10.1109/ISBI.2018.8363578},
  timestamp    = {Mon, 15 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/isbi/WuRLMAL18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/WuRMDLOZLGMTAL18,
  author       = {Jian Wu and
                  Su Ruan and
                  Thomas R. Mazur and
                  Nalini Daniel and
                  Hilary Lashmett and
                  Laura Ochoa and
                  Imran Zoberi and
                  Chunfeng Lian and
                  H. Michael Gach and
                  Sasa Mutic and
                  Maria Thomas and
                  Mark A. Anastasio and
                  Hua Li},
  title        = {Heart motion tracking on cine {MRI} based on a deep Boltzmann machine-driven
                  level set method},
  booktitle    = {15th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
                  2018, Washington, DC, USA, April 4-7, 2018},
  pages        = {1153--1156},
  publisher    = {{IEEE}},
  year         = {2018},
  url          = {https://doi.org/10.1109/ISBI.2018.8363775},
  doi          = {10.1109/ISBI.2018.8363775},
  timestamp    = {Mon, 15 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/isbi/WuRMDLOZLGMTAL18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/LiuCHR18,
  author       = {Yuan Liu and
                  St{\'{e}}phane Canu and
                  Paul Honeine and
                  Su Ruan},
  title        = {{K-SVD} with a Real {\(\mathscr{l}\)}0 Optimization: Application to
                  Image Denoising},
  booktitle    = {28th {IEEE} International Workshop on Machine Learning for Signal
                  Processing, {MLSP} 2018, Aalborg, Denmark, September 17-20, 2018},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2018},
  url          = {https://doi.org/10.1109/MLSP.2018.8517064},
  doi          = {10.1109/MLSP.2018.8517064},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/mlsp/LiuCHR18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmig/DesbordesRMSVG17,
  author       = {Paul Desbordes and
                  Su Ruan and
                  Romain Modzelewski and
                  Vauclin S{\'{e}}bastien and
                  Pierre Vera and
                  Isabelle Gardin},
  title        = {Feature selection for outcome prediction in oesophageal cancer using
                  genetic algorithm and random forest classifier},
  journal      = {Comput. Medical Imaging Graph.},
  volume       = {60},
  pages        = {42--49},
  year         = {2017},
  url          = {https://doi.org/10.1016/j.compmedimag.2016.12.002},
  doi          = {10.1016/J.COMPMEDIMAG.2016.12.002},
  timestamp    = {Thu, 20 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/cmig/DesbordesRMSVG17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/Lapuyade-Lahorgue17,
  author       = {J{\'{e}}r{\^{o}}me Lapuyade{-}Lahorgue and
                  Jing{-}Hao Xue and
                  Su Ruan},
  title        = {Segmenting Multi-Source Images Using Hidden Markov Fields With Copula-Based
                  Multivariate Statistical Distributions},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {26},
  number       = {7},
  pages        = {3187--3195},
  year         = {2017},
  url          = {https://doi.org/10.1109/TIP.2017.2685345},
  doi          = {10.1109/TIP.2017.2685345},
  timestamp    = {Sun, 10 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tip/Lapuyade-Lahorgue17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/LianRDGV17,
  author       = {Chunfeng Lian and
                  Su Ruan and
                  Thierry Denoeux and
                  Yu Guo and
                  Pierre Vera},
  title        = {Accurate tumor segmentation in {FDG-PET} images with guidance of complementary
                  {CT} images},
  booktitle    = {2017 {IEEE} International Conference on Image Processing, {ICIP} 2017,
                  Beijing, China, September 17-20, 2017},
  pages        = {4447--4451},
  publisher    = {{IEEE}},
  year         = {2017},
  url          = {https://doi.org/10.1109/ICIP.2017.8297123},
  doi          = {10.1109/ICIP.2017.8297123},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icip/LianRDGV17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icsipa/TrulloPNSR17,
  author       = {Roger Trullo and
                  Caroline Petitjean and
                  Dong Nie and
                  Dinggang Shen and
                  Su Ruan},
  title        = {Fully automated esophagus segmentation with a hierarchical deep learning
                  approach},
  booktitle    = {2017 {IEEE} International Conference on Signal and Image Processing
                  Applications, {ICSIPA} 2017, Kuching, Malaysia, September 12-14, 2017},
  pages        = {503--506},
  publisher    = {{IEEE}},
  year         = {2017},
  url          = {https://doi.org/10.1109/ICSIPA.2017.8120664},
  doi          = {10.1109/ICSIPA.2017.8120664},
  timestamp    = {Mon, 15 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icsipa/TrulloPNSR17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/TrulloPRDNS17,
  author       = {Roger Trullo and
                  Caroline Petitjean and
                  Su Ruan and
                  Bernard Dubray and
                  Dong Nie and
                  Dinggang Shen},
  title        = {Segmentation of Organs at Risk in thoracic {CT} images using a SharpMask
                  architecture and Conditional Random Fields},
  booktitle    = {14th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
                  2017, Melbourne, Australia, April 18-21, 2017},
  pages        = {1003--1006},
  publisher    = {{IEEE}},
  year         = {2017},
  url          = {https://doi.org/10.1109/ISBI.2017.7950685},
  doi          = {10.1109/ISBI.2017.7950685},
  timestamp    = {Wed, 04 Oct 2023 17:01:25 +0200},
  biburl       = {https://dblp.org/rec/conf/isbi/TrulloPRDNS17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/LianRDLV17,
  author       = {Chunfeng Lian and
                  Su Ruan and
                  Thierry Denoeux and
                  Hua Li and
                  Pierre Vera},
  title        = {Tumor delineation in {FDG-PET} images using a new evidential clustering
                  algorithm with spatial regularization and adaptive distance metric},
  booktitle    = {14th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
                  2017, Melbourne, Australia, April 18-21, 2017},
  pages        = {1177--1180},
  publisher    = {{IEEE}},
  year         = {2017},
  url          = {https://doi.org/10.1109/ISBI.2017.7950726},
  doi          = {10.1109/ISBI.2017.7950726},
  timestamp    = {Mon, 15 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/isbi/LianRDLV17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/YuDGVR17,
  author       = {Yuntao Yu and
                  Pierre Decazes and
                  Isabelle Gardin and
                  Pierre Vera and
                  Su Ruan},
  editor       = {M. Jorge Cardoso and
                  Tal Arbel and
                  Fei Gao and
                  Bernhard Kainz and
                  Theo van Walsum and
                  Kuangyu Shi and
                  Kanwal K. Bhatia and
                  Roman Peter and
                  Tom Vercauteren and
                  Mauricio Reyes and
                  Adrian V. Dalca and
                  Roland Wiest and
                  Wiro J. Niessen and
                  Bart J. Emmer},
  title        = {3D Lymphoma Segmentation in {PET/CT} Images Based on Fully Connected
                  CRFs},
  booktitle    = {Molecular Imaging, Reconstruction and Analysis of Moving Body Organs,
                  and Stroke Imaging and Treatment - Fifth International Workshop, {CMMI}
                  2017, Second International Workshop, {RAMBO} 2017, and First International
                  Workshop, {SWITCH} 2017, Held in Conjunction with {MICCAI} 2017, Qu{\'{e}}bec
                  City, QC, Canada, September 14, 2017, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {10555},
  pages        = {3--12},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-67564-0\_1},
  doi          = {10.1007/978-3-319-67564-0\_1},
  timestamp    = {Mon, 15 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/YuDGVR17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/TrulloPNSR17,
  author       = {Roger Trullo and
                  Caroline Petitjean and
                  Dong Nie and
                  Dinggang Shen and
                  Su Ruan},
  editor       = {M. Jorge Cardoso and
                  Tal Arbel and
                  Gustavo Carneiro and
                  Tanveer F. Syeda{-}Mahmood and
                  Jo{\~{a}}o Manuel R. S. Tavares and
                  Mehdi Moradi and
                  Andrew P. Bradley and
                  Hayit Greenspan and
                  Jo{\~{a}}o Paulo Papa and
                  Anant Madabhushi and
                  Jacinto C. Nascimento and
                  Jaime S. Cardoso and
                  Vasileios Belagiannis and
                  Zhi Lu},
  title        = {Joint Segmentation of Multiple Thoracic Organs in {CT} Images with
                  Two Collaborative Deep Architectures},
  booktitle    = {Deep Learning in Medical Image Analysis and Multimodal Learning for
                  Clinical Decision Support - Third International Workshop, {DLMIA}
                  2017, and 7th International Workshop, {ML-CDS} 2017, Held in Conjunction
                  with {MICCAI} 2017, Qu{\'{e}}bec City, QC, Canada, September
                  14, 2017, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {10553},
  pages        = {21--29},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-67558-9\_3},
  doi          = {10.1007/978-3-319-67558-9\_3},
  timestamp    = {Tue, 18 Apr 2023 21:52:48 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/TrulloPNSR17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/NieTLPRWS17,
  author       = {Dong Nie and
                  Roger Trullo and
                  Jun Lian and
                  Caroline Petitjean and
                  Su Ruan and
                  Qian Wang and
                  Dinggang Shen},
  editor       = {Maxime Descoteaux and
                  Lena Maier{-}Hein and
                  Alfred M. Franz and
                  Pierre Jannin and
                  D. Louis Collins and
                  Simon Duchesne},
  title        = {Medical Image Synthesis with Context-Aware Generative Adversarial
                  Networks},
  booktitle    = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
                  2017 - 20th International Conference, Quebec City, QC, Canada, September
                  11-13, 2017, Proceedings, Part {III}},
  series       = {Lecture Notes in Computer Science},
  volume       = {10435},
  pages        = {417--425},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-66179-7\_48},
  doi          = {10.1007/978-3-319-66179-7\_48},
  timestamp    = {Fri, 09 Apr 2021 18:52:06 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/NieTLPRWS17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-05937,
  author       = {Yuan Liu and
                  St{\'{e}}phane Canu and
                  Paul Honeine and
                  Su Ruan},
  title        = {Une v{\'{e}}ritable approche {\textdollar}{\textbackslash}ell{\_}0{\textdollar}
                  pour l'apprentissage de dictionnaire},
  journal      = {CoRR},
  volume       = {abs/1709.05937},
  year         = {2017},
  url          = {http://arxiv.org/abs/1709.05937},
  eprinttype    = {arXiv},
  eprint       = {1709.05937},
  timestamp    = {Tue, 03 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1709-05937.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iet-ipr/GrosgeorgePR16,
  author       = {Damien Grosgeorge and
                  Caroline Petitjean and
                  Su Ruan},
  title        = {Multilabel statistical shape prior for image segmentation},
  journal      = {{IET} Image Process.},
  volume       = {10},
  number       = {10},
  pages        = {710--716},
  year         = {2016},
  url          = {https://doi.org/10.1049/iet-ipr.2015.0408},
  doi          = {10.1049/IET-IPR.2015.0408},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/iet-ipr/GrosgeorgePR16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/LianRDJV16,
  author       = {Chunfeng Lian and
                  Su Ruan and
                  Thierry Denoeux and
                  Fabrice Jardin and
                  Pierre Vera},
  title        = {Selecting radiomic features from {FDG-PET} images for cancer treatment
                  outcome prediction},
  journal      = {Medical Image Anal.},
  volume       = {32},
  pages        = {257--268},
  year         = {2016},
  url          = {https://doi.org/10.1016/j.media.2016.05.007},
  doi          = {10.1016/J.MEDIA.2016.05.007},
  timestamp    = {Mon, 24 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/mia/LianRDJV16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/LianRD16,
  author       = {Chunfeng Lian and
                  Su Ruan and
                  Thierry Denoeux},
  title        = {Dissimilarity Metric Learning in the Belief Function Framework},
  journal      = {{IEEE} Trans. Fuzzy Syst.},
  volume       = {24},
  number       = {6},
  pages        = {1555--1564},
  year         = {2016},
  url          = {https://doi.org/10.1109/TFUZZ.2016.2540068},
  doi          = {10.1109/TFUZZ.2016.2540068},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tfs/LianRD16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipmu/LianRD16,
  author       = {Chunfeng Lian and
                  Su Ruan and
                  Thierry Denoeux},
  editor       = {Jo{\~{a}}o Paulo Carvalho and
                  Marie{-}Jeanne Lesot and
                  Uzay Kaymak and
                  Susana M. Vieira and
                  Bernadette Bouchon{-}Meunier and
                  Ronald R. Yager},
  title        = {Joint Feature Transformation and Selection Based on Dempster-Shafer
                  Theory},
  booktitle    = {Information Processing and Management of Uncertainty in Knowledge-Based
                  Systems - 16th International Conference, {IPMU} 2016, Eindhoven, The
                  Netherlands, June 20-24, 2016, Proceedings, Part {I}},
  series       = {Communications in Computer and Information Science},
  volume       = {610},
  pages        = {253--261},
  publisher    = {Springer},
  year         = {2016},
  url          = {https://doi.org/10.1007/978-3-319-40596-4\_22},
  doi          = {10.1007/978-3-319-40596-4\_22},
  timestamp    = {Wed, 14 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ipmu/LianRD16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipta/GosseJLR16,
  author       = {Kevin Gosse and
                  St{\'{e}}phanie Jehan{-}Besson and
                  Fran{\c{c}}ois Lecellier and
                  Su Ruan},
  title        = {Comparison of 2D and 3D region-based deformable models and random
                  walker methods for {PET} segmentation},
  booktitle    = {Sixth International Conference on Image Processing Theory, Tools and
                  Applications, {IPTA} 2016, Oulu, Finland, December 12-15, 2016},
  pages        = {1--7},
  publisher    = {{IEEE}},
  year         = {2016},
  url          = {https://doi.org/10.1109/IPTA.2016.7820959},
  doi          = {10.1109/IPTA.2016.7820959},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ipta/GosseJLR16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/LianRDLV16,
  author       = {Chunfeng Lian and
                  Su Ruan and
                  Thierry Denoeux and
                  Hua Li and
                  Pierre Vera},
  editor       = {S{\'{e}}bastien Ourselin and
                  Leo Joskowicz and
                  Mert R. Sabuncu and
                  G{\"{o}}zde B. {\"{U}}nal and
                  William M. Wells III},
  title        = {Robust Cancer Treatment Outcome Prediction Dealing with Small-Sized
                  and Imbalanced Data from {FDG-PET} Images},
  booktitle    = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
                  2016 - 19th International Conference, Athens, Greece, October 17-21,
                  2016, Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {9901},
  pages        = {61--69},
  year         = {2016},
  url          = {https://doi.org/10.1007/978-3-319-46723-8\_8},
  doi          = {10.1007/978-3-319-46723-8\_8},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/miccai/LianRDLV16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/NieTPRS16,
  author       = {Dong Nie and
                  Roger Trullo and
                  Caroline Petitjean and
                  Su Ruan and
                  Dinggang Shen},
  title        = {Medical Image Synthesis with Context-Aware Generative Adversarial
                  Networks},
  journal      = {CoRR},
  volume       = {abs/1612.05362},
  year         = {2016},
  url          = {http://arxiv.org/abs/1612.05362},
  eprinttype    = {arXiv},
  eprint       = {1612.05362},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/NieTPRS16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/MiPDVR15,
  author       = {Hongmei Mi and
                  Caroline Petitjean and
                  Bernard Dubray and
                  Pierre Vera and
                  Su Ruan},
  title        = {Robust feature selection to predict tumor treatment outcome},
  journal      = {Artif. Intell. Medicine},
  volume       = {64},
  number       = {3},
  pages        = {195--204},
  year         = {2015},
  url          = {https://doi.org/10.1016/j.artmed.2015.07.002},
  doi          = {10.1016/J.ARTMED.2015.07.002},
  timestamp    = {Thu, 20 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/artmed/MiPDVR15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/PetitjeanZBDGCRACCJLDDEMNOOPPPRRSSWWY15,
  author       = {Caroline Petitjean and
                  Maria A. Zuluaga and
                  Wenjia Bai and
                  Jean{-}Nicolas Dacher and
                  Damien Grosgeorge and
                  J{\'{e}}r{\^{o}}me Caudron and
                  Su Ruan and
                  Ismail Ben Ayed and
                  Manuel Jorge Cardoso and
                  Hsiang{-}Chou Chen and
                  Daniel Jimenez{-}Carretero and
                  Mar{\'{\i}}a J. Ledesma{-}Carbayo and
                  Christos Davatzikos and
                  Jimit Doshi and
                  G{\"{u}}ray Erus and
                  Oskar M. O. Maier and
                  Cyrus M. S. Nambakhsh and
                  Yangming Ou and
                  S{\'{e}}bastien Ourselin and
                  Chun{-}Wei Peng and
                  Nicholas S. Peters and
                  Terry M. Peters and
                  Martin Rajchl and
                  Daniel Rueckert and
                  Andr{\'{e}}s Santos and
                  Wenzhe Shi and
                  Ching{-}Wei Wang and
                  Haiyan Wang and
                  Jing Yuan},
  title        = {Right ventricle segmentation from cardiac {MRI:} {A} collation study},
  journal      = {Medical Image Anal.},
  volume       = {19},
  number       = {1},
  pages        = {187--202},
  year         = {2015},
  url          = {https://doi.org/10.1016/j.media.2014.10.004},
  doi          = {10.1016/J.MEDIA.2014.10.004},
  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/mia/PetitjeanZBDGCRACCJLDDEMNOOPPPRRSSWWY15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/MiPVR15,
  author       = {Hongmei Mi and
                  Caroline Petitjean and
                  Pierre Vera and
                  Su Ruan},
  title        = {Joint tumor growth prediction and tumor segmentation on therapeutic
                  follow-up {PET} images},
  journal      = {Medical Image Anal.},
  volume       = {23},
  number       = {1},
  pages        = {84--91},
  year         = {2015},
  url          = {https://doi.org/10.1016/j.media.2015.04.016},
  doi          = {10.1016/J.MEDIA.2015.04.016},
  timestamp    = {Mon, 24 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/mia/MiPVR15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/LianRD15,
  author       = {Chunfeng Lian and
                  Su Ruan and
                  Thierry Denoeux},
  title        = {An evidential classifier based on feature selection and two-step classification
                  strategy},
  journal      = {Pattern Recognit.},
  volume       = {48},
  number       = {7},
  pages        = {2318--2327},
  year         = {2015},
  url          = {https://doi.org/10.1016/j.patcog.2015.01.019},
  doi          = {10.1016/J.PATCOG.2015.01.019},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pr/LianRD15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icig/EttaiebHR15,
  author       = {Sa{\"{\i}}d Etta{\"{\i}}eb and
                  Kamel Hamrouni and
                  Su Ruan},
  editor       = {Yu{-}Jin Zhang},
  title        = {Modelling and Tracking of Deformable Structures in Medical Images},
  booktitle    = {Image and Graphics - 8th International Conference, {ICIG} 2015, Tianjin,
                  China, August 13-16, 2015, Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {9218},
  pages        = {475--490},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-319-21963-9\_44},
  doi          = {10.1007/978-3-319-21963-9\_44},
  timestamp    = {Tue, 20 Aug 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icig/EttaiebHR15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/LianRDV15,
  author       = {Chunfeng Lian and
                  Su Ruan and
                  Thierry Denoeux and
                  Pierre Vera},
  title        = {Outcome prediction in tumour therapy based on Dempster-Shafer theory},
  booktitle    = {12th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
                  2015, Brooklyn, NY, USA, April 16-19, 2015},
  pages        = {63--66},
  publisher    = {{IEEE}},
  year         = {2015},
  url          = {https://doi.org/10.1109/ISBI.2015.7163817},
  doi          = {10.1109/ISBI.2015.7163817},
  timestamp    = {Wed, 04 Oct 2023 17:01:25 +0200},
  biburl       = {https://dblp.org/rec/conf/isbi/LianRDV15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/GuininRNDMG15,
  author       = {Maxime Guinin and
                  Su Ruan and
                  Lamyaa Nkhali and
                  Bernard Dubray and
                  Laurent Massoptier and
                  Isabelle Gardin},
  title        = {Segmentation of pelvic organs at risk using superpixels and graph
                  diffusion in prostate radiotherapy},
  booktitle    = {12th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
                  2015, Brooklyn, NY, USA, April 16-19, 2015},
  pages        = {1564--1567},
  publisher    = {{IEEE}},
  year         = {2015},
  url          = {https://doi.org/10.1109/ISBI.2015.7164177},
  doi          = {10.1109/ISBI.2015.7164177},
  timestamp    = {Wed, 14 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/isbi/GuininRNDMG15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/LianRDLV15,
  author       = {Chunfeng Lian and
                  Su Ruan and
                  Thierry Denoeux and
                  Hua Li and
                  Pierre Vera},
  editor       = {Nassir Navab and
                  Joachim Hornegger and
                  William M. Wells III and
                  Alejandro F. Frangi},
  title        = {Dempster-Shafer Theory Based Feature Selection with Sparse Constraint
                  for Outcome Prediction in Cancer Therapy},
  booktitle    = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
                  2015 - 18th International Conference Munich, Germany, October 5 -
                  9, 2015, Proceedings, Part {III}},
  series       = {Lecture Notes in Computer Science},
  volume       = {9351},
  pages        = {695--702},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-319-24574-4\_83},
  doi          = {10.1007/978-3-319-24574-4\_83},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/miccai/LianRDLV15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bspc/KetataSMSCCRH14,
  author       = {Ines Ketata and
                  Lamia Sallemi and
                  Fr{\'{e}}d{\'{e}}ric Morain{-}Nicolier and
                  Mohamed Ben Slima and
                  Alexandre Cochet and
                  Khalil Chtourou and
                  Su Ruan and
                  Ahmed Ben Hamida},
  title        = {Factor analysis-based approach for early uptake automatic quantification
                  of breast cancer by \({}^{\mbox{18}}\)F-FDG {PET} images sequence},
  journal      = {Biomed. Signal Process. Control.},
  volume       = {9},
  pages        = {19--31},
  year         = {2014},
  url          = {https://doi.org/10.1016/j.bspc.2013.07.008},
  doi          = {10.1016/J.BSPC.2013.07.008},
  timestamp    = {Sat, 22 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/bspc/KetataSMSCCRH14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmig/OnomaRTNMMVG14,
  author       = {D. P. Onoma and
                  Su Ruan and
                  S{\'{e}}bastien Thureau and
                  Lamyaa Nkhali and
                  Romain Modzelewski and
                  G. A. Monnehan and
                  Pierre Vera and
                  Isabelle Gardin},
  title        = {Segmentation of heterogeneous or small {FDG} {PET} positive tissue
                  based on a 3D-locally adaptive random walk algorithm},
  journal      = {Comput. Medical Imaging Graph.},
  volume       = {38},
  number       = {8},
  pages        = {753--763},
  year         = {2014},
  url          = {https://doi.org/10.1016/j.compmedimag.2014.09.007},
  doi          = {10.1016/J.COMPMEDIMAG.2014.09.007},
  timestamp    = {Thu, 20 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/cmig/OnomaRTNMMVG14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/LelandaisGMVR14,
  author       = {Beno{\^{\i}}t Lelandais and
                  Isabelle Gardin and
                  Laurent Mouchard and
                  Pierre Vera and
                  Su Ruan},
  title        = {Dealing with uncertainty and imprecision in image segmentation using
                  belief function theory},
  journal      = {Int. J. Approx. Reason.},
  volume       = {55},
  number       = {1},
  pages        = {376--387},
  year         = {2014},
  url          = {https://doi.org/10.1016/j.ijar.2013.10.006},
  doi          = {10.1016/J.IJAR.2013.10.006},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijar/LelandaisGMVR14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ivc/BuyssensGRE14,
  author       = {Pierre Buyssens and
                  Isabelle Gardin and
                  Su Ruan and
                  Abderrahim Elmoataz},
  title        = {Eikonal-based region growing for efficient clustering},
  journal      = {Image Vis. Comput.},
  volume       = {32},
  number       = {12},
  pages        = {1045--1054},
  year         = {2014},
  url          = {https://doi.org/10.1016/j.imavis.2014.10.002},
  doi          = {10.1016/J.IMAVIS.2014.10.002},
  timestamp    = {Thu, 20 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ivc/BuyssensGRE14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/LelandaisRDVG14,
  author       = {Beno{\^{\i}}t Lelandais and
                  Su Ruan and
                  Thierry Denoeux and
                  Pierre Vera and
                  Isabelle Gardin},
  title        = {Fusion of multi-tracer {PET} images for dose painting},
  journal      = {Medical Image Anal.},
  volume       = {18},
  number       = {7},
  pages        = {1247--1259},
  year         = {2014},
  url          = {https://doi.org/10.1016/j.media.2014.06.014},
  doi          = {10.1016/J.MEDIA.2014.06.014},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/mia/LelandaisRDVG14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/MiPDVR14,
  author       = {Hongmei Mi and
                  Caroline Petitjean and
                  Bernard Dubray and
                  Pierre Vera and
                  Su Ruan},
  title        = {Prediction of Lung Tumor Evolution During Radiotherapy in Individual
                  Patients With {PET}},
  journal      = {{IEEE} Trans. Medical Imaging},
  volume       = {33},
  number       = {4},
  pages        = {995--1003},
  year         = {2014},
  url          = {https://doi.org/10.1109/TMI.2014.2301892},
  doi          = {10.1109/TMI.2014.2301892},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tmi/MiPDVR14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atsip/KetataSSHMRCC14,
  author       = {Ines Ketata and
                  Lamia Sallemi and
                  Mohamed Ben Slima and
                  Ahmed Ben Hamida and
                  Fr{\'{e}}d{\'{e}}ric Morain{-}Nicolier and
                  Su Ruan and
                  Alexandre Cochet and
                  Khalil Chtourou},
  title        = {Advanced approach for {PET} breast cancer segmentation based on {FAMIS}
                  methodology},
  booktitle    = {2014 1st International Conference on Advanced Technologies for Signal
                  and Image Processing (ATSIP), Sousse, Tunisia, March 17-19, 2014},
  pages        = {219--224},
  publisher    = {{IEEE}},
  year         = {2014},
  url          = {https://doi.org/10.1109/ATSIP.2014.6834610},
  doi          = {10.1109/ATSIP.2014.6834610},
  timestamp    = {Wed, 16 Oct 2019 14:14:55 +0200},
  biburl       = {https://dblp.org/rec/conf/atsip/KetataSSHMRCC14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/BoughattasBHR14,
  author       = {Naouel Boughattas and
                  Maxime Berar and
                  Kamel Hamrouni and
                  Su Ruan},
  title        = {Brain tumor segmentation from multiple {MRI} sequences using multiple
                  kernel learning},
  booktitle    = {2014 {IEEE} International Conference on Image Processing, {ICIP} 2014,
                  Paris, France, October 27-30, 2014},
  pages        = {1887--1891},
  publisher    = {{IEEE}},
  year         = {2014},
  url          = {https://doi.org/10.1109/ICIP.2014.7025378},
  doi          = {10.1109/ICIP.2014.7025378},
  timestamp    = {Wed, 16 Oct 2019 14:14:52 +0200},
  biburl       = {https://dblp.org/rec/conf/icip/BoughattasBHR14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmcs2/EttaiebHR14,
  author       = {Sa{\"{\i}}d Etta{\"{\i}}eb and
                  Kamel Hamrouni and
                  Su Ruan},
  title        = {Myocardium segmentation using a priori knowledge of shape and a spatial
                  relation},
  booktitle    = {4th International Conference on Multimedia Computing and Systems,
                  {ICMCS} 2014, Marrakech, Morocco, April 14-16, 2014},
  pages        = {380--384},
  publisher    = {{IEEE}},
  year         = {2014},
  url          = {https://doi.org/10.1109/ICMCS.2014.6911266},
  doi          = {10.1109/ICMCS.2014.6911266},
  timestamp    = {Tue, 01 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icmcs2/EttaiebHR14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipta/DesbordesPR14,
  author       = {Paul Desbordes and
                  Caroline Petitjean and
                  Su Ruan},
  title        = {3D automated lymphoma segmentation in {PET} images based on cellular
                  automata},
  booktitle    = {4th International Conference on Image Processing Theory, Tools and
                  Applications, {IPTA} 2014, Paris, France, October 14-17, 2014},
  pages        = {23--28},
  publisher    = {{IEEE}},
  year         = {2014},
  url          = {https://doi.org/10.1109/IPTA.2014.7001923},
  doi          = {10.1109/IPTA.2014.7001923},
  timestamp    = {Wed, 16 Oct 2019 14:14:51 +0200},
  biburl       = {https://dblp.org/rec/conf/ipta/DesbordesPR14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/GrosgeorgePR14,
  author       = {Damien Grosgeorge and
                  Caroline Petitjean and
                  Su Ruan},
  title        = {Joint segmentation of right and left cardiac ventricles using multi-label
                  graph cut},
  booktitle    = {{IEEE} 11th International Symposium on Biomedical Imaging, {ISBI}
                  2014, April 29 - May 2, 2014, Beijing, Chin, Beijing, China},
  pages        = {429--432},
  publisher    = {{IEEE}},
  year         = {2014},
  url          = {https://doi.org/10.1109/ISBI.2014.6867900},
  doi          = {10.1109/ISBI.2014.6867900},
  timestamp    = {Wed, 04 Oct 2023 17:01:25 +0200},
  biburl       = {https://dblp.org/rec/conf/isbi/GrosgeorgePR14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/GuoRWF14,
  author       = {Yu Guo and
                  Su Ruan and
                  Paul Walker and
                  Yuanming Feng},
  title        = {Prostate cancer segmentation from multiparametric {MRI} based on fuzzy
                  Bayesian model},
  booktitle    = {{IEEE} 11th International Symposium on Biomedical Imaging, {ISBI}
                  2014, April 29 - May 2, 2014, Beijing, Chin, Beijing, China},
  pages        = {866--869},
  publisher    = {{IEEE}},
  year         = {2014},
  url          = {https://doi.org/10.1109/ISBI.2014.6868008},
  doi          = {10.1109/ISBI.2014.6868008},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/isbi/GuoRWF14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/MiPDVR14,
  author       = {Hongmei Mi and
                  Caroline Petitjean and
                  Bernard Dubray and
                  Pierre Vera and
                  Su Ruan},
  title        = {Automatic lung tumor segmentation on {PET} images based on random
                  walks and tumor growth model},
  booktitle    = {{IEEE} 11th International Symposium on Biomedical Imaging, {ISBI}
                  2014, April 29 - May 2, 2014, Beijing, Chin, Beijing, China},
  pages        = {1385--1388},
  publisher    = {{IEEE}},
  year         = {2014},
  url          = {https://doi.org/10.1109/ISBI.2014.6868136},
  doi          = {10.1109/ISBI.2014.6868136},
  timestamp    = {Fri, 30 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/isbi/MiPDVR14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/visapp/EttaiebHR14,
  author       = {Sa{\"{\i}}d Etta{\"{\i}}eb and
                  Kamel Hamrouni and
                  Su Ruan},
  editor       = {Sebastiano Battiato and
                  Jos{\'{e}} Braz},
  title        = {Statistical Models of Shape and Spatial Relation-application to Hippocampus
                  Segmentation},
  booktitle    = {{VISAPP} 2014 - Proceedings of the 9th International Conference on
                  Computer Vision Theory and Applications, Volume 1, Lisbon, Portugal,
                  5-8 January, 2014},
  pages        = {448--455},
  publisher    = {SciTePress},
  year         = {2014},
  url          = {https://doi.org/10.5220/0004658404480455},
  doi          = {10.5220/0004658404480455},
  timestamp    = {Wed, 24 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/visapp/EttaiebHR14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmmm/LinRQG13,
  author       = {Xiangbo Lin and
                  Su Ruan and
                  Tianshuang Qiu and
                  Dongmei Guo},
  title        = {Nonrigid Medical Image Registration Based on Mesh Deformation Constraints},
  journal      = {Comput. Math. Methods Medicine},
  volume       = {2013},
  pages        = {373082:1--373082:8},
  year         = {2013},
  url          = {https://doi.org/10.1155/2013/373082},
  doi          = {10.1155/2013/373082},
  timestamp    = {Sat, 25 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/cmmm/LinRQG13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmmm/GrosgeorgePDR13,
  author       = {Damien Grosgeorge and
                  Caroline Petitjean and
                  Bernard Dubray and
                  Su Ruan},
  title        = {Esophagus Segmentation from 3D {CT} Data Using Skeleton Prior-Based
                  Graph Cut},
  journal      = {Comput. Math. Methods Medicine},
  volume       = {2013},
  pages        = {547897:1--547897:6},
  year         = {2013},
  url          = {https://doi.org/10.1155/2013/547897},
  doi          = {10.1155/2013/547897},
  timestamp    = {Sat, 25 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/cmmm/GrosgeorgePDR13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cviu/GrosgeorgePDR13,
  author       = {Damien Grosgeorge and
                  Caroline Petitjean and
                  Jean{-}Nicolas Dacher and
                  Su Ruan},
  title        = {Graph cut segmentation with a statistical shape model in cardiac {MRI}},
  journal      = {Comput. Vis. Image Underst.},
  volume       = {117},
  number       = {9},
  pages        = {1027--1035},
  year         = {2013},
  url          = {https://doi.org/10.1016/j.cviu.2013.01.014},
  doi          = {10.1016/J.CVIU.2013.01.014},
  timestamp    = {Fri, 21 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/cviu/GrosgeorgePDR13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/MiPRVD13,
  author       = {Hongmei Mi and
                  Caroline Petitjean and
                  Su Ruan and
                  Pierre Vera and
                  Bernard Dubray},
  title        = {Predicting lung tumor evolution during radiotherapy from {PET} images
                  using a patient specific model},
  booktitle    = {10th {IEEE} International Symposium on Biomedical Imaging: From Nano
                  to Macro, {ISBI} 2013, 7-11 April, 2013, San Francisco, CA, USA, Proceedings},
  pages        = {1404--1407},
  publisher    = {{IEEE}},
  year         = {2013},
  url          = {https://doi.org/10.1109/ISBI.2013.6556796},
  doi          = {10.1109/ISBI.2013.6556796},
  timestamp    = {Wed, 04 Oct 2023 17:01:25 +0200},
  biburl       = {https://dblp.org/rec/conf/isbi/MiPRVD13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/13/GuoR13,
  author       = {Yu Guo and
                  Su Ruan},
  editor       = {Amitava Chatterjee and
                  Hadi Nobahari and
                  Patrick Siarry},
  title        = {Signal Separation with {A} Priori Knowledge Using Sparse Representation},
  booktitle    = {Advances in Heuristic Signal Processing and Applications},
  pages        = {315--332},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-37880-5\_14},
  doi          = {10.1007/978-3-642-37880-5\_14},
  timestamp    = {Thu, 28 Nov 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/books/sp/13/GuoR13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/belief/LelandaisGMVR12,
  author       = {Beno{\^{\i}}t Lelandais and
                  Isabelle Gardin and
                  Laurent Mouchard and
                  Pierre Vera and
                  Su Ruan},
  editor       = {Thierry Denoeux and
                  Marie{-}H{\'{e}}l{\`{e}}ne Masson},
  title        = {Using Belief Function Theory to Deal with Uncertainties and Imprecisions
                  in Image Processing},
  booktitle    = {Belief Functions: Theory and Applications - Proceedings of the 2nd
                  International Conference on Belief Functions, Compi{\`{e}}gne, France,
                  9-11 May 2012},
  series       = {Advances in Intelligent and Soft Computing},
  volume       = {164},
  pages        = {197--204},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-29461-7\_23},
  doi          = {10.1007/978-3-642-29461-7\_23},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/belief/LelandaisGMVR12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmei/LinR12,
  author       = {Xiangbo Lin and
                  Su Ruan},
  editor       = {Tianqi Zhang},
  title        = {Analyzing the intrinsic relations between the diffusion and fluid
                  deformable registration methods},
  booktitle    = {5th International Conference on BioMedical Engineering and Informatics,
                  {BMEI} 2012, Chongqing, China, October 16-18, 2012},
  pages        = {200--203},
  publisher    = {{IEEE}},
  year         = {2012},
  url          = {https://doi.org/10.1109/BMEI.2012.6513006},
  doi          = {10.1109/BMEI.2012.6513006},
  timestamp    = {Wed, 16 Oct 2019 14:14:50 +0200},
  biburl       = {https://dblp.org/rec/conf/bmei/LinR12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/OnomaRGMMV12,
  author       = {D. P. Onoma and
                  Su Ruan and
                  Isabelle Gardin and
                  G. A. Monnehan and
                  Romain Modzelewski and
                  Pierre Vera},
  title        = {3D random walk based segmentation for lung tumor delineation in {PET}
                  imaging},
  booktitle    = {9th {IEEE} International Symposium on Biomedical Imaging: From Nano
                  to Macro, {ISBI} 2012, May 2-5, 2012, Barcelona, Spain, Proceedings},
  pages        = {1260--1263},
  publisher    = {{IEEE}},
  year         = {2012},
  url          = {https://doi.org/10.1109/ISBI.2012.6235791},
  doi          = {10.1109/ISBI.2012.6235791},
  timestamp    = {Wed, 16 Oct 2019 14:14:52 +0200},
  biburl       = {https://dblp.org/rec/conf/isbi/OnomaRGMMV12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/LelandaisGMVR12,
  author       = {Beno{\^{\i}}t Lelandais and
                  Isabelle Gardin and
                  Laurent Mouchard and
                  Pierre Vera and
                  Su Ruan},
  editor       = {Nicholas Ayache and
                  Herv{\'{e}} Delingette and
                  Polina Golland and
                  Kensaku Mori},
  title        = {Segmentation of Biological Target Volumes on Multi-tracer {PET} Images
                  Based on Information Fusion for Achieving Dose Painting in Radiotherapy},
  booktitle    = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
                  2012 - 15th International Conference, Nice, France, October 1-5, 2012,
                  Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {7510},
  pages        = {545--552},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-33415-3\_67},
  doi          = {10.1007/978-3-642-33415-3\_67},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/LelandaisGMVR12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bspc/GuoRLW11,
  author       = {Yu Guo and
                  Su Ruan and
                  J{\'{e}}r{\^{o}}me Landr{\'{e}} and
                  Paul Walker},
  title        = {A priori knowledge based frequency-domain quantification of prostate
                  Magnetic Resonance Spectroscopy},
  journal      = {Biomed. Signal Process. Control.},
  volume       = {6},
  number       = {1},
  pages        = {13--20},
  year         = {2011},
  url          = {https://doi.org/10.1016/j.bspc.2010.06.003},
  doi          = {10.1016/J.BSPC.2010.06.003},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/bspc/GuoRLW11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cviu/ZhangRLLZ11,
  author       = {Nan Zhang and
                  Su Ruan and
                  St{\'{e}}phane Lebonvallet and
                  Qingmin Liao and
                  Yuemin Zhu},
  title        = {Kernel feature selection to fuse multi-spectral {MRI} images for brain
                  tumor segmentation},
  journal      = {Comput. Vis. Image Underst.},
  volume       = {115},
  number       = {2},
  pages        = {256--269},
  year         = {2011},
  url          = {https://doi.org/10.1016/j.cviu.2010.09.007},
  doi          = {10.1016/J.CVIU.2010.09.007},
  timestamp    = {Fri, 21 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/cviu/ZhangRLLZ11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/RuanZLZ11,
  author       = {Su Ruan and
                  Nan Zhang and
                  Qingmin Liao and
                  Yuemin Zhu},
  title        = {Image fusion for following-up brain tumor evolution},
  booktitle    = {Proceedings of the 8th {IEEE} International Symposium on Biomedical
                  Imaging: From Nano to Macro, {ISBI} 2011, March 30 - April 2, 2011,
                  Chicago, Illinois, {USA}},
  pages        = {281--284},
  publisher    = {{IEEE}},
  year         = {2011},
  url          = {https://doi.org/10.1109/ISBI.2011.5872406},
  doi          = {10.1109/ISBI.2011.5872406},
  timestamp    = {Wed, 04 Oct 2023 17:01:25 +0200},
  biburl       = {https://dblp.org/rec/conf/isbi/RuanZLZ11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/LinQMR10,
  author       = {Xiangbo Lin and
                  Tianshuang Qiu and
                  Fr{\'{e}}d{\'{e}}ric Morain{-}Nicolier and
                  Su Ruan},
  title        = {A topology preserving non-rigid registration algorithm with integration
                  shape knowledge to segment brain subcortical structures from {MRI}
                  images},
  journal      = {Pattern Recognit.},
  volume       = {43},
  number       = {7},
  pages        = {2418--2427},
  year         = {2010},
  url          = {https://doi.org/10.1016/j.patcog.2010.01.012},
  doi          = {10.1016/J.PATCOG.2010.01.012},
  timestamp    = {Mon, 24 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pr/LinQMR10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siu/RuanL10,
  author       = {Su Ruan and
                  St{\'{e}}phane Lebonvallet},
  title        = {Brain Magnetic Resonance Image},
  journal      = {Stud. Inform. Univ.},
  volume       = {8},
  number       = {4},
  pages        = {128--149},
  year         = {2010},
  url          = {http://studia.complexica.net/index.php?option=com\_content\&\#38;view=article\&\#38;id=159\%3Abrain-magnetic-resonance-image-pp128-149\&\#38;catid=52\%3Anumber-4\&\#38;Itemid=95\&\#38;lang=en},
  timestamp    = {Fri, 15 Mar 2013 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/siu/RuanL10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbe/GuoRLC10,
  author       = {Yu Guo and
                  Su Ruan and
                  J{\'{e}}r{\^{o}}me Landr{\'{e}} and
                  Jean{-}Marc Constans},
  title        = {A Sparse Representation Method for Magnetic Resonance Spectroscopy
                  Quantification},
  journal      = {{IEEE} Trans. Biomed. Eng.},
  volume       = {57},
  number       = {7},
  pages        = {1620--1627},
  year         = {2010},
  url          = {https://doi.org/10.1109/TBME.2010.2045123},
  doi          = {10.1109/TBME.2010.2045123},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tbe/GuoRLC10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdip/LiQLR10,
  author       = {Xiaobing Li and
                  Tianshuang Qiu and
                  St{\'{e}}phane Lebonvallet and
                  Su Ruan},
  editor       = {Kamaruzaman Jusoff and
                  Yi Xie},
  title        = {An automatic method of brain tumor segmentation from {MRI} volume
                  based on the symmetry of brain and level set method},
  booktitle    = {Second International Conference on Digital Image Processing, {ICDIP}
                  2010, Singapore, Singapore, February 26-28, 2010},
  series       = {{SPIE} Proceedings},
  volume       = {7546},
  pages        = {754618},
  publisher    = {{SPIE}},
  year         = {2010},
  url          = {https://doi.org/10.1117/12.853389},
  doi          = {10.1117/12.853389},
  timestamp    = {Wed, 14 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdip/LiQLR10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipta/RuanZLLZ10,
  author       = {Su Ruan and
                  Nan Zhang and
                  St{\'{e}}phane Lebonvallet and
                  Qingmin Liao and
                  Yue Min Zhu},
  editor       = {Khalifa Djemal and
                  Mohamed A. Deriche},
  title        = {Fusion and classification of multi-source images by {SVM} with selected
                  features in a kernel space},
  booktitle    = {2nd International Conference on Image Processing Theory Tools and
                  Applications, {IPTA} 2010, 7-10 July, 2010, Paris, France},
  pages        = {17--20},
  publisher    = {{IEEE}},
  year         = {2010},
  url          = {https://doi.org/10.1109/IPTA.2010.5586737},
  doi          = {10.1109/IPTA.2010.5586737},
  timestamp    = {Wed, 16 Oct 2019 14:14:51 +0200},
  biburl       = {https://dblp.org/rec/conf/ipta/RuanZLLZ10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipta/ChenR10,
  author       = {Victor Chen and
                  Su Ruan},
  editor       = {Khalifa Djemal and
                  Mohamed A. Deriche},
  title        = {Graph cut segmentation technique for {MRI} brain tumor extraction},
  booktitle    = {2nd International Conference on Image Processing Theory Tools and
                  Applications, {IPTA} 2010, 7-10 July, 2010, Paris, France},
  pages        = {284--287},
  publisher    = {{IEEE}},
  year         = {2010},
  url          = {https://doi.org/10.1109/IPTA.2010.5586730},
  doi          = {10.1109/IPTA.2010.5586730},
  timestamp    = {Wed, 14 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ipta/ChenR10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipta/Morain-NicolierLR10,
  author       = {Fr{\'{e}}d{\'{e}}ric Morain{-}Nicolier and
                  J{\'{e}}r{\^{o}}me Landr{\'{e}} and
                  Su Ruan},
  editor       = {Khalifa Djemal and
                  Mohamed A. Deriche},
  title        = {Binary pattern matching from a local dissimilarity measure},
  booktitle    = {2nd International Conference on Image Processing Theory Tools and
                  Applications, {IPTA} 2010, 7-10 July, 2010, Paris, France},
  pages        = {417--420},
  publisher    = {{IEEE}},
  year         = {2010},
  url          = {https://doi.org/10.1109/IPTA.2010.5586784},
  doi          = {10.1109/IPTA.2010.5586784},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ipta/Morain-NicolierLR10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/GuoRMC09,
  author       = {Yu Guo and
                  Su Ruan and
                  Gilles Millon and
                  Jean{-}Marc Constans},
  title        = {Spectrum separation of Magnetic Resonance Spectroscopy based on sparse
                  representation},
  booktitle    = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
                  and Signal Processing, {ICASSP} 2009, 19-24 April 2009, Taipei, Taiwan},
  pages        = {453--456},
  publisher    = {{IEEE}},
  year         = {2009},
  url          = {https://doi.org/10.1109/ICASSP.2009.4959618},
  doi          = {10.1109/ICASSP.2009.4959618},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icassp/GuoRMC09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdar/LandreMR09,
  author       = {J{\'{e}}r{\^{o}}me Landr{\'{e}} and
                  Fr{\'{e}}d{\'{e}}ric Morain{-}Nicolier and
                  Su Ruan},
  title        = {Ornamental Letters Image Classification Using Local Dissimilarity
                  Maps},
  booktitle    = {10th International Conference on Document Analysis and Recognition,
                  {ICDAR} 2009, Barcelona, Spain, 26-29 July 2009},
  pages        = {186--190},
  publisher    = {{IEEE} Computer Society},
  year         = {2009},
  url          = {https://doi.org/10.1109/ICDAR.2009.226},
  doi          = {10.1109/ICDAR.2009.226},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdar/LandreMR09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/ZhangRLLZ09,
  author       = {Nan Zhang and
                  Su Ruan and
                  St{\'{e}}phane Lebonvallet and
                  Qingmin Liao and
                  Yuemin Zhu},
  title        = {Multi-kernel {SVM} based classification for brain tumor segmentation
                  of {MRI} multi-sequence},
  booktitle    = {Proceedings of the International Conference on Image Processing, {ICIP}
                  2009, 7-10 November 2009, Cairo, Egypt},
  pages        = {3373--3376},
  publisher    = {{IEEE}},
  year         = {2009},
  url          = {https://doi.org/10.1109/ICIP.2009.5413878},
  doi          = {10.1109/ICIP.2009.5413878},
  timestamp    = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icip/ZhangRLLZ09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/BaudrierNMR08,
  author       = {{\'{E}}tienne Baudrier and
                  Fr{\'{e}}d{\'{e}}ric Nicolier and
                  Gilles Millon and
                  Su Ruan},
  title        = {Binary-image comparison with local-dissimilarity quantification},
  journal      = {Pattern Recognit.},
  volume       = {41},
  number       = {5},
  pages        = {1461--1478},
  year         = {2008},
  url          = {https://doi.org/10.1016/j.patcog.2007.07.011},
  doi          = {10.1016/J.PATCOG.2007.07.011},
  timestamp    = {Mon, 24 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pr/BaudrierNMR08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isda/LinQRM08,
  author       = {Xiangbo Lin and
                  Tianshuang Qiu and
                  Su Ruan and
                  Fr{\'{e}}d{\'{e}}ric Morain{-}Nicolier},
  editor       = {Jeng{-}Shyang Pan and
                  Ajith Abraham and
                  Chin{-}Chen Chang},
  title        = {Segmentation of Brain Internal Structures Automatically Using Non-rigid
                  Registration with Simultaneous Intensity and Geometric Match},
  booktitle    = {Eighth International Conference on Intelligent Systems Design and
                  Applications, {ISDA} 2008, 26-28 November 2008, Kaohsiung, Taiwan,
                  3 Volumes},
  pages        = {525--530},
  publisher    = {{IEEE} Computer Society},
  year         = {2008},
  url          = {https://doi.org/10.1109/ISDA.2008.87},
  doi          = {10.1109/ISDA.2008.87},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/isda/LinQRM08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/DouRWRCBC07,
  author       = {Weibei Dou and
                  Yuan Ren and
                  Qian Wu and
                  Su Ruan and
                  Yanping Chen and
                  Daniel Bloyet and
                  Jean{-}Marc Constans},
  title        = {Fuzzy kappa for the agreement measure of fuzzy classifications},
  journal      = {Neurocomputing},
  volume       = {70},
  number       = {4-6},
  pages        = {726--734},
  year         = {2007},
  url          = {https://doi.org/10.1016/j.neucom.2006.10.007},
  doi          = {10.1016/J.NEUCOM.2006.10.007},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ijon/DouRWRCBC07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ivc/DouRCBC07,
  author       = {Weibei Dou and
                  Su Ruan and
                  Yanping Chen and
                  Daniel Bloyet and
                  Jean{-}Marc Constans},
  title        = {A framework of fuzzy information fusion for the segmentation of brain
                  tumor tissues on {MR} images},
  journal      = {Image Vis. Comput.},
  volume       = {25},
  number       = {2},
  pages        = {164--171},
  year         = {2007},
  url          = {https://doi.org/10.1016/j.imavis.2006.01.025},
  doi          = {10.1016/J.IMAVIS.2006.01.025},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ivc/DouRCBC07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/RuanLMC07,
  author       = {Su Ruan and
                  St{\'{e}}phane Lebonvallet and
                  Abderrahim Merabet and
                  Jean{-}Marc Constans},
  title        = {Tumor Segmentation from a Multispectral {MRI} Images by Using Support
                  Vector Machine Classification},
  booktitle    = {Proceedings of the 2007 {IEEE} International Symposium on Biomedical
                  Imaging: From Nano to Macro, Washington, DC, USA, April 12-16, 2007},
  pages        = {1236--1239},
  publisher    = {{IEEE}},
  year         = {2007},
  url          = {https://doi.org/10.1109/ISBI.2007.357082},
  doi          = {10.1109/ISBI.2007.357082},
  timestamp    = {Wed, 04 Oct 2023 17:01:25 +0200},
  biburl       = {https://dblp.org/rec/conf/isbi/RuanLMC07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/visapp/RuanB07,
  author       = {Su Ruan and
                  Jonathan Bailleul},
  editor       = {Alpesh Ranchordas and
                  Helder Ara{\'{u}}jo and
                  Jordi Vitri{\`{a}}},
  title        = {{MRI} segmentation using multifractal analysis and {MRF} models},
  booktitle    = {{VISAPP} 2007: Proceedings of the Second International Conference
                  on Computer Vision Theory and Applications, Barcelona, Spain, March
                  8-11, 2007 - Volume Special Sessions},
  pages        = {101--106},
  publisher    = {{INSTICC} - Institute for Systems and Technologies of Information,
                  Control and Communication},
  year         = {2007},
  timestamp    = {Thu, 04 Oct 2007 13:33:55 +0200},
  biburl       = {https://dblp.org/rec/conf/visapp/RuanB07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/visapp/LebonvalletKR07,
  author       = {St{\'{e}}phane Lebonvallet and
                  Sonia Khatchadourian and
                  Su Ruan},
  editor       = {Alpesh Ranchordas and
                  Helder Ara{\'{u}}jo and
                  Jordi Vitri{\`{a}}},
  title        = {Automated tumor segmentation using level set methods},
  booktitle    = {{VISAPP} 2007: Proceedings of the Second International Conference
                  on Computer Vision Theory and Applications, Barcelona, Spain, March
                  8-11, 2007 - Volume Special Sessions},
  pages        = {128--133},
  publisher    = {{INSTICC} - Institute for Systems and Technologies of Information,
                  Control and Communication},
  year         = {2007},
  timestamp    = {Thu, 03 Jul 2008 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/visapp/LebonvalletKR07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/BaudrierMNR06,
  author       = {{\'{E}}tienne Baudrier and
                  Gilles Millon and
                  Fr{\'{e}}d{\'{e}}ric Nicolier and
                  Su Ruan},
  title        = {A fast binary-image comparison method with local-dissimilarity quantification},
  booktitle    = {18th International Conference on Pattern Recognition {(ICPR} 2006),
                  20-24 August 2006, Hong Kong, China},
  pages        = {216--219},
  publisher    = {{IEEE} Computer Society},
  year         = {2006},
  url          = {https://doi.org/10.1109/ICPR.2006.63},
  doi          = {10.1109/ICPR.2006.63},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icpr/BaudrierMNR06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uic/PengCR06,
  author       = {Kun Peng and
                  Liming Chen and
                  Su Ruan},
  editor       = {Jianhua Ma and
                  Hai Jin and
                  Laurence Tianruo Yang and
                  Jeffrey J. P. Tsai},
  title        = {A Smart Identification Card System Using Facial Biometric: From Architecture
                  to Application},
  booktitle    = {Ubiquitous Intelligence and Computing, Third International Conference,
                  {UIC} 2006, Wuhan, China, September 3-6, 2006, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4159},
  pages        = {61--70},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11833529\_7},
  doi          = {10.1007/11833529\_7},
  timestamp    = {Thu, 01 Feb 2024 20:40:31 +0100},
  biburl       = {https://dblp.org/rec/conf/uic/PengCR06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/avss/PengCR05,
  author       = {Kun Peng and
                  Liming Chen and
                  Su Ruan},
  title        = {A novel scheme of face verification using active appearance models},
  booktitle    = {Advanced Video and Signal Based Surveillance, 2005 {IEEE} International
                  Conference on Video and Signal Based Surveillance (AVSS'05), 15-16
                  September 2005, Como, Italy},
  pages        = {247--252},
  publisher    = {{IEEE} Computer Society},
  year         = {2005},
  url          = {https://doi.org/10.1109/AVSS.2005.1577275},
  doi          = {10.1109/AVSS.2005.1577275},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/avss/PengCR05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fskd/DouRCRBC05,
  author       = {Weibei Dou and
                  Yuan Ren and
                  Yanping Chen and
                  Su Ruan and
                  Daniel Bloyet and
                  Jean{-}Marc Constans},
  editor       = {Lipo Wang and
                  Yaochu Jin},
  title        = {Histogram-Based Generation Method of Membership Function for Extracting
                  Features of Brain Tissues on {MRI} Images},
  booktitle    = {Fuzzy Systems and Knowledge Discovery, Second International Conference,
                  {FSKD} 2005, Changsha, China, August 27-29, 2005, Proceedings, Part
                  {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {3613},
  pages        = {189--194},
  publisher    = {Springer},
  year         = {2005},
  url          = {https://doi.org/10.1007/11539506\_24},
  doi          = {10.1007/11539506\_24},
  timestamp    = {Tue, 14 May 2019 10:00:54 +0200},
  biburl       = {https://dblp.org/rec/conf/fskd/DouRCRBC05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icapr/PengCRK05,
  author       = {Kun Peng and
                  Liming Chen and
                  Su Ruan and
                  Georgy Kukharev},
  editor       = {Peng Wang and
                  Maneesha Singh and
                  Chidanand Apt{\'{e}} and
                  Petra Perner},
  title        = {A Robust and Efficient Algorithm for Eye Detection on Gray Intensity
                  Face},
  booktitle    = {Pattern Recognition and Image Analysis, Third International Conference
                  on Advances in Pattern Recognition, {ICAPR} 2005, Bath, UK, August
                  22-25, 2005, Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {3687},
  pages        = {302--308},
  publisher    = {Springer},
  year         = {2005},
  url          = {https://doi.org/10.1007/11552499\_34},
  doi          = {10.1007/11552499\_34},
  timestamp    = {Tue, 14 May 2019 10:00:49 +0200},
  biburl       = {https://dblp.org/rec/conf/icapr/PengCRK05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/BaudrierMNR04,
  author       = {{\'{E}}tienne Baudrier and
                  Gilles Millon and
                  Fr{\'{e}}d{\'{e}}ric Nicolier and
                  Su Ruan},
  title        = {A new similarity measure using hausdorff distance map},
  booktitle    = {Proceedings of the 2004 International Conference on Image Processing,
                  {ICIP} 2004, Singapore, October 24-27, 2004},
  pages        = {669--672},
  publisher    = {{IEEE}},
  year         = {2004},
  url          = {https://doi.org/10.1109/ICIP.2004.1418843},
  doi          = {10.1109/ICIP.2004.1418843},
  timestamp    = {Wed, 16 Oct 2019 14:14:52 +0200},
  biburl       = {https://dblp.org/rec/conf/icip/BaudrierMNR04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/BailleulRBR04,
  author       = {Jonathan Bailleul and
                  Su Ruan and
                  Daniel Bloyet and
                  Barbara Romaniuk},
  title        = {Segmentation of anatomical structures from 3D brain {MRI} using automatically-built
                  statistical shape models},
  booktitle    = {Proceedings of the 2004 International Conference on Image Processing,
                  {ICIP} 2004, Singapore, October 24-27, 2004},
  pages        = {2741--2744},
  publisher    = {{IEEE}},
  year         = {2004},
  timestamp    = {Mon, 25 Feb 2013 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icip/BailleulRBR04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/LiEFRR04,
  author       = {Hua Li and
                  Abderrahim Elmoataz and
                  Jalal Fadili and
                  Su Ruan and
                  Barbara Romaniuk},
  title        = {3d medical image segmentation approach based on multi-label front
                  propagation},
  booktitle    = {Proceedings of the 2004 International Conference on Image Processing,
                  {ICIP} 2004, Singapore, October 24-27, 2004},
  pages        = {2925--2928},
  publisher    = {{IEEE}},
  year         = {2004},
  url          = {https://doi.org/10.1109/ICIP.2004.1421725},
  doi          = {10.1109/ICIP.2004.1421725},
  timestamp    = {Thu, 12 Jul 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icip/LiEFRR04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/LiEFR04,
  author       = {Hua Li and
                  Abderrahim Elmoataz and
                  Mohamed{-}Jalal Fadili and
                  Su Ruan},
  title        = {A Multi-Label Front Propagation Approach for Object Segmentation},
  booktitle    = {17th International Conference on Pattern Recognition, {ICPR} 2004,
                  Cambridge, UK, August 23-26, 2004},
  pages        = {600--603},
  publisher    = {{IEEE} Computer Society},
  year         = {2004},
  url          = {https://doi.org/10.1109/ICPR.2004.1334212},
  doi          = {10.1109/ICPR.2004.1334212},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icpr/LiEFR04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipas/DouRBCC04,
  author       = {Weibei Dou and
                  Su Ruan and
                  Daniel Bloyet and
                  Jean{-}Marc Constans and
                  Yanping Chen},
  editor       = {Edward R. Dougherty and
                  Jaakko Astola and
                  Karen O. Egiazarian},
  title        = {Segmentation based on information fusion applied to brain tissue on
                  {MRI}},
  booktitle    = {Image Processing: Algorithms and Systems III, San Jose, California,
                  USA, January 18, 2004},
  series       = {{SPIE} Proceedings},
  volume       = {5298},
  pages        = {492--503},
  publisher    = {{SPIE}},
  year         = {2004},
  url          = {https://doi.org/10.1117/12.526789},
  doi          = {10.1117/12.526789},
  timestamp    = {Wed, 14 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ipas/DouRBCC04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/LiEFR04,
  author       = {Hua Li and
                  Abderrahim Elmoataz and
                  Mohamed{-}Jalal Fadili and
                  Su Ruan},
  editor       = {Christian Barillot and
                  David R. Haynor and
                  Pierre Hellier},
  title        = {Dual Front Evolution Model and Its Application in Medical Imaging},
  booktitle    = {Medical Image Computing and Computer-Assisted Intervention -- {MICCAI}
                  2004, 7th International Conference Saint-Malo, France, September 26-29,
                  2004, Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {3216},
  pages        = {103--110},
  publisher    = {Springer},
  year         = {2004},
  url          = {https://doi.org/10.1007/978-3-540-30135-6\_13},
  doi          = {10.1007/978-3-540-30135-6\_13},
  timestamp    = {Tue, 14 May 2019 10:00:49 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/LiEFR04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vcip/LiaoDDRB04,
  author       = {Qingmin Liao and
                  Yingying Deng and
                  Weibei Dou and
                  Su Ruan and
                  Daniel Bloyet},
  editor       = {Sethuraman Panchanathan and
                  Bhaskaran Vasudev},
  title        = {Possibilistic-clustering-based {MR} brain image segmentation with
                  accurate initialization},
  booktitle    = {Visual Communications and Image Processing 2004, {VCIP} 2004, San
                  Jose, California, USA, 18-22 January 2004},
  series       = {{SPIE} Proceedings},
  volume       = {5308},
  publisher    = {{SPIE}},
  year         = {2004},
  url          = {https://doi.org/10.1117/12.526800},
  doi          = {10.1117/12.526800},
  timestamp    = {Wed, 14 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/vcip/LiaoDDRB04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isspa/BailleulRB03,
  author       = {Jonathan Bailleul and
                  Su Ruan and
                  Daniel Bloyet},
  title        = {Automatic atlas-based building of point distribution model for segmentation
                  of anatomical structures from brain {MRI}},
  booktitle    = {Seventh International Symposium on Signal Processing and Its Applications,
                  {ISSPA} 2003, July 1-4, 2003, Paris, France, Proceedings, Volume 2},
  pages        = {629--630},
  publisher    = {{IEEE}},
  year         = {2003},
  url          = {https://doi.org/10.1109/ISSPA.2003.1224960},
  doi          = {10.1109/ISSPA.2003.1224960},
  timestamp    = {Wed, 16 Oct 2019 14:14:56 +0200},
  biburl       = {https://dblp.org/rec/conf/isspa/BailleulRB03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isspa/DouRLBC03,
  author       = {Weibei Dou and
                  Su Ruan and
                  Qingmin Liao and
                  Daniel Bloyet and
                  Jean{-}Marc Constans},
  title        = {Knowledge based fuzzy information fusion applied to classification
                  of abnormal brain tissues from {MRI}},
  booktitle    = {Seventh International Symposium on Signal Processing and Its Applications,
                  {ISSPA} 2003, July 1-4, 2003, Paris, France, Proceedings, Volume 1},
  pages        = {681--684},
  publisher    = {{IEEE}},
  year         = {2003},
  url          = {https://doi.org/10.1109/ISSPA.2003.1224795},
  doi          = {10.1109/ISSPA.2003.1224795},
  timestamp    = {Wed, 16 Oct 2019 14:14:56 +0200},
  biburl       = {https://dblp.org/rec/conf/isspa/DouRLBC03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wilf/DouRLBCC03,
  author       = {Weibei Dou and
                  Su Ruan and
                  Qingmin Liao and
                  Daniel Bloyet and
                  Jean{-}Marc Constans and
                  Yanping Chen},
  editor       = {Vito Di Ges{\`{u}} and
                  Francesco Masulli and
                  Alfredo Petrosino},
  title        = {Fuzzy Information Fusion Scheme Used to Segment Brain Tumor from {MR}
                  Images},
  booktitle    = {Fuzzy Logic and Applications, 5th International Workshop, {WILF} 2003,
                  Naples, Italy, October 9-11, 2003, Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {2955},
  pages        = {208--215},
  publisher    = {Springer},
  year         = {2003},
  url          = {https://doi.org/10.1007/10983652\_26},
  doi          = {10.1007/10983652\_26},
  timestamp    = {Tue, 14 May 2019 10:00:50 +0200},
  biburl       = {https://dblp.org/rec/conf/wilf/DouRLBCC03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cviu/RuanMFB02,
  author       = {Su Ruan and
                  Bruno Moretti and
                  Jalal Fadili and
                  Daniel Bloyet},
  title        = {Fuzzy Markovian Segmentation in Application of Magnetic Resonance
                  Images},
  journal      = {Comput. Vis. Image Underst.},
  volume       = {85},
  number       = {1},
  pages        = {54--69},
  year         = {2002},
  url          = {https://doi.org/10.1006/cviu.2002.0957},
  doi          = {10.1006/CVIU.2002.0957},
  timestamp    = {Fri, 21 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/cviu/RuanMFB02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/RuanBRDL02,
  author       = {Su Ruan and
                  Daniel Bloyet and
                  Marinette Revenu and
                  Weibei Dou and
                  Qingmin Liao},
  title        = {Cerebral magnetic resonance image segmentation using fuzzy Markov
                  Random Fields},
  booktitle    = {Proceedings of the 2002 {IEEE} International Symposium on Biomedical
                  Imaging, Ritz-Carlton Hotel, Washington, DC, USA, 7-10 June 2002},
  pages        = {237--240},
  publisher    = {{IEEE}},
  year         = {2002},
  url          = {https://doi.org/10.1109/ISBI.2002.1029237},
  doi          = {10.1109/ISBI.2002.1029237},
  timestamp    = {Wed, 04 Oct 2023 17:01:25 +0200},
  biburl       = {https://dblp.org/rec/conf/isbi/RuanBRDL02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/FadiliRBM01,
  author       = {Mohamed{-}Jalal Fadili and
                  Su Ruan and
                  Daniel Bloyet and
                  Bernard Mazoyer},
  title        = {On the number of clusters and the fuzziness index for unsupervised
                  {FCA} application to {BOLD} fMRI time series},
  journal      = {Medical Image Anal.},
  volume       = {5},
  number       = {1},
  pages        = {55--67},
  year         = {2001},
  url          = {https://doi.org/10.1016/S1361-8415(00)00035-9},
  doi          = {10.1016/S1361-8415(00)00035-9},
  timestamp    = {Mon, 24 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/mia/FadiliRBM01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/XueRMRB01,
  author       = {Jing{-}Hao Xue and
                  Su Ruan and
                  Bruno Moretti and
                  Marinette Revenu and
                  Daniel Bloyet},
  title        = {Knowledge-based segmentation and labeling of brain structures from
                  {MRI} images},
  journal      = {Pattern Recognit. Lett.},
  volume       = {22},
  number       = {3/4},
  pages        = {395--405},
  year         = {2001},
  url          = {https://doi.org/10.1016/S0167-8655(00)00135-5},
  doi          = {10.1016/S0167-8655(00)00135-5},
  timestamp    = {Sat, 22 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/prl/XueRMRB01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/RuanMFB01,
  author       = {Su Ruan and
                  Bruno Moretti and
                  Jalal Fadili and
                  Daniel Bloyet},
  title        = {Segmentation of magnetic resonance images using fuzzy Markov random
                  fields},
  booktitle    = {Proceedings of the 2001 International Conference on Image Processing,
                  {ICIP} 2001, Thessaloniki, Greece, October 7-10, 2001},
  pages        = {1051--1054},
  publisher    = {{IEEE}},
  year         = {2001},
  url          = {https://doi.org/10.1109/ICIP.2001.958307},
  doi          = {10.1109/ICIP.2001.958307},
  timestamp    = {Wed, 16 Oct 2019 14:14:52 +0200},
  biburl       = {https://dblp.org/rec/conf/icip/RuanMFB01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/MorettiFRBM00,
  author       = {Bruno Moretti and
                  Mohamed{-}Jalal Fadili and
                  Su Ruan and
                  Daniel Bloyet and
                  Bernard Mazoyer},
  title        = {Phantom-based performance evaluation: Application to brain segmentation
                  from magnetic resonance images},
  journal      = {Medical Image Anal.},
  volume       = {4},
  number       = {4},
  pages        = {303--316},
  year         = {2000},
  url          = {https://doi.org/10.1016/S1361-8415(00)00021-9},
  doi          = {10.1016/S1361-8415(00)00021-9},
  timestamp    = {Mon, 24 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/mia/MorettiFRBM00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/RuanJXFB00,
  author       = {Su Ruan and
                  Cyril Jaggi and
                  Jing{-}Hao Xue and
                  Mohamed{-}Jalal Fadili and
                  Daniel Bloyet},
  title        = {Brain Tissue Classification of Magnetic Resonance Images Using Partial
                  Volume Modeling},
  journal      = {{IEEE} Trans. Medical Imaging},
  volume       = {19},
  number       = {12},
  pages        = {1179--1187},
  year         = {2000},
  url          = {https://doi.org/10.1109/42.897810},
  doi          = {10.1109/42.897810},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tmi/RuanJXFB00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/XueRMRBP00,
  author       = {Jing{-}Hao Xue and
                  Su Ruan and
                  Bruno Moretti and
                  Marinette Revenu and
                  Daniel Bloyet and
                  Wilfried Philips},
  title        = {Fuzzy Modeling of Knowledge for {MRI} Brain Structure Segmentation},
  booktitle    = {Proceedings of the 2000 International Conference on Image Processing,
                  {ICIP} 2000, Vancouver, BC, Canada, September 10-13, 2000},
  pages        = {617--620},
  publisher    = {{IEEE}},
  year         = {2000},
  url          = {https://doi.org/10.1109/ICIP.2000.901034},
  doi          = {10.1109/ICIP.2000.901034},
  timestamp    = {Wed, 16 Oct 2019 14:14:52 +0200},
  biburl       = {https://dblp.org/rec/conf/icip/XueRMRBP00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/RuanFBX00,
  author       = {Su Ruan and
                  Mohamed{-}Jalal Fadili and
                  Daniel Bloyet and
                  Jing{-}Hao Xue},
  title        = {Unsupervised Segmentation of Three-Dimensional Brain Images},
  booktitle    = {15th International Conference on Pattern Recognition, ICPR'00, Barcelona,
                  Spain, September 3-8, 2000},
  pages        = {3409--3412},
  publisher    = {{IEEE} Computer Society},
  year         = {2000},
  url          = {https://doi.org/10.1109/ICPR.2000.903570},
  doi          = {10.1109/ICPR.2000.903570},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icpr/RuanFBX00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvrmed/RuanJCB95,
  author       = {Su Ruan and
                  Cyril Jaggi and
                  Jean{-}Marc Constans and
                  Daniel Bloyet},
  editor       = {Nicholas Ayache},
  title        = {Detection of Brain Activation from {MRI} Data by Likelihood-Ratio
                  Test},
  booktitle    = {Computer Vision, Virtual Reality and Robotics in Medicine, First International
                  Conference, CVRMed'95, Nice, France, April 3-6, 1995, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {905},
  pages        = {341--350},
  publisher    = {Springer},
  year         = {1995},
  url          = {https://doi.org/10.1007/978-3-540-49197-2\_43},
  doi          = {10.1007/978-3-540-49197-2\_43},
  timestamp    = {Tue, 14 May 2019 10:00:47 +0200},
  biburl       = {https://dblp.org/rec/conf/cvrmed/RuanJCB95.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ivc/RuanBC94,
  author       = {Su Ruan and
                  A. Bruno and
                  Jean{-}Louis Coatrieux},
  title        = {Three-dimensional motion and reconstruction of coronary arteries from
                  biplane cineangiography},
  journal      = {Image Vis. Comput.},
  volume       = {12},
  number       = {10},
  pages        = {683--689},
  year         = {1994},
  url          = {https://doi.org/10.1016/0262-8856(94)90043-4},
  doi          = {10.1016/0262-8856(94)90043-4},
  timestamp    = {Thu, 20 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ivc/RuanBC94.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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