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BibTeX records: Daniel C. Elton
@article{DBLP:journals/mia/WangZLESTPLS22, author = {Shuai Wang and Yingying Zhu and Sungwon Lee and Daniel C. Elton and Thomas C. Shen and Youbao Tang and Yifan Peng and Zhiyong Lu and Ronald M. Summers}, title = {Global-Local attention network with multi-task uncertainty loss for abnormal lymph node detection in {MR} images}, journal = {Medical Image Anal.}, volume = {77}, pages = {102345}, year = {2022}, url = {https://doi.org/10.1016/j.media.2021.102345}, doi = {10.1016/j.media.2021.102345}, timestamp = {Sat, 19 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/mia/WangZLESTPLS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cogsr/Elton21, author = {Daniel C. Elton}, title = {Applying Deutsch's concept of good explanations to artificial intelligence and neuroscience - An initial exploration}, journal = {Cogn. Syst. Res.}, volume = {67}, pages = {9--17}, year = {2021}, url = {https://doi.org/10.1016/j.cogsys.2020.12.002}, doi = {10.1016/j.cogsys.2020.12.002}, timestamp = {Tue, 23 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/cogsr/Elton21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icict/Elton21, author = {Daniel C. Elton}, editor = {Xin{-}She Yang and Simon Sherratt and Nilanjan Dey and Amit Joshi}, title = {Common Pitfalls When Explaining {AI} and Why Mechanistic Explanation Is a Hard Problem}, booktitle = {Proceedings of Sixth International Congress on Information and Communication Technology - {ICICT} 2021, London, UK, Volume 1}, series = {Lecture Notes in Networks and Systems}, volume = {235}, pages = {401--408}, publisher = {Springer}, year = {2021}, url = {https://doi.org/10.1007/978-981-16-2377-6\_38}, doi = {10.1007/978-981-16-2377-6\_38}, timestamp = {Wed, 04 May 2022 17:52:23 +0200}, biburl = {https://dblp.org/rec/conf/icict/Elton21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/miccai/ZhuWCLSELS21, author = {Yingying Zhu and Shuai Wang and Qingyu Chen and Sungwon Lee and Thomas C. Shen and Daniel C. Elton and Zhiyong Lu and Ronald M. Summers}, editor = {Chunfeng Lian and Xiaohuan Cao and Islem Rekik and Xuanang Xu and Pingkun Yan}, title = {Learning Structure from Visual Semantic Features and Radiology Ontology for Lymph Node Classification on {MRI}}, 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 = {101--109}, publisher = {Springer}, year = {2021}, url = {https://doi.org/10.1007/978-3-030-87589-3\_11}, doi = {10.1007/978-3-030-87589-3\_11}, timestamp = {Thu, 23 Dec 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/miccai/ZhuWCLSELS21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/miccai/MathaiLESPLS21, author = {Tejas Sudharshan Mathai and Sungwon Lee and Daniel C. Elton and Thomas C. Shen and Yifan Peng and Zhiyong Lu and Ronald M. Summers}, editor = {Chunfeng Lian and Xiaohuan Cao and Islem Rekik and Xuanang Xu and Pingkun Yan}, title = {Detection of Lymph Nodes in {T2} {MRI} Using Neural Network Ensembles}, 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 = {682--691}, publisher = {Springer}, year = {2021}, url = {https://doi.org/10.1007/978-3-030-87589-3\_70}, doi = {10.1007/978-3-030-87589-3\_70}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/miccai/MathaiLESPLS21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2110-00840, author = {Bruce Nielson and Daniel C. Elton}, title = {Induction, Popper, and machine learning}, journal = {CoRR}, volume = {abs/2110.00840}, year = {2021}, url = {https://arxiv.org/abs/2110.00840}, eprinttype = {arXiv}, eprint = {2110.00840}, timestamp = {Fri, 08 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2110-00840.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2111-04885, author = {Tejas Sudharshan Mathai and Sungwon Lee and Daniel C. Elton and Thomas C. Shen and Yifan Peng and Zhiyong Lu and Ronald M. Summers}, title = {Lymph Node Detection in {T2} {MRI} with Transformers}, journal = {CoRR}, volume = {abs/2111.04885}, year = {2021}, url = {https://arxiv.org/abs/2111.04885}, eprinttype = {arXiv}, eprint = {2111.04885}, timestamp = {Wed, 10 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2111-04885.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl-clinicalnlp/PengLESTCWZSL20, author = {Yifan Peng and Sungwon Lee and Daniel C. Elton and Thomas C. Shen and Yuxing Tang and Qingyu Chen and Shuai Wang and Yingying Zhu and Ronald M. Summers and Zhiyong Lu}, editor = {Anna Rumshisky and Kirk Roberts and Steven Bethard and Tristan Naumann}, title = {Automatic recognition of abdominal lymph nodes from clinical text}, booktitle = {Proceedings of the 3rd Clinical Natural Language Processing Workshop, ClinicalNLP@EMNLP 2020, Online, November 19, 2020}, pages = {101--110}, publisher = {Association for Computational Linguistics}, year = {2020}, url = {https://doi.org/10.18653/v1/2020.clinicalnlp-1.12}, doi = {10.18653/v1/2020.clinicalnlp-1.12}, timestamp = {Thu, 23 Dec 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/acl-clinicalnlp/PengLESTCWZSL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/agi/Elton20, author = {Daniel C. Elton}, editor = {Ben Goertzel and Aleksandr I. Panov and Alexey Potapov and Roman Yampolskiy}, title = {Self-explaining {AI} as an Alternative to Interpretable {AI}}, booktitle = {Artificial General Intelligence - 13th International Conference, {AGI} 2020, St. Petersburg, Russia, September 16-19, 2020, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {12177}, pages = {95--106}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-52152-3\_10}, doi = {10.1007/978-3-030-52152-3\_10}, timestamp = {Wed, 15 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/agi/Elton20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eusipco/BoukouvalasPECF20, author = {Zois Boukouvalas and Monica Puerto and Daniel C. Elton and Peter W. Chung and Mark D. Fuge}, title = {Independent Vector Analysis for Molecular Data Fusion: Application to Property Prediction and Knowledge Discovery of Energetic Materials}, booktitle = {28th European Signal Processing Conference, {EUSIPCO} 2020, Amsterdam, Netherlands, January 18-21, 2021}, pages = {1030--1034}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.23919/Eusipco47968.2020.9287617}, doi = {10.23919/Eusipco47968.2020.9287617}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/eusipco/BoukouvalasPECF20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/miccai/ShinLEGS20, author = {Seung Yeon Shin and Sungwon Lee and Daniel C. Elton and James L. Gulley and Ronald M. Summers}, 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 = {Deep Small Bowel Segmentation with Cylindrical Topological Constraints}, 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 = {207--215}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-59719-1\_21}, doi = {10.1007/978-3-030-59719-1\_21}, timestamp = {Mon, 05 Oct 2020 18:46:16 +0200}, biburl = {https://dblp.org/rec/conf/miccai/ShinLEGS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/miccai/ZhuTTELPS20, author = {Yingying Zhu and Youbao Tang and Yuxing Tang and Daniel C. Elton and Sungwon Lee and Perry J. Pickhardt and Ronald M. Summers}, 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 = {Cross-domain Medical Image Translation by Shared Latent Gaussian Mixture Model}, booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI} 2020 - 23rd International Conference, Lima, Peru, October 4-8, 2020, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {12262}, pages = {379--389}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-59713-9\_37}, doi = {10.1007/978-3-030-59713-9\_37}, timestamp = {Thu, 23 Dec 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/miccai/ZhuTTELPS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2001-10503, author = {Daniel C. Elton and Veit Sandfort and Perry J. Pickhardt and Ronald M. Summers}, title = {Accurately identifying vertebral levels in large datasets}, journal = {CoRR}, volume = {abs/2001.10503}, year = {2020}, url = {https://arxiv.org/abs/2001.10503}, eprinttype = {arXiv}, eprint = {2001.10503}, timestamp = {Sat, 23 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2001-10503.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2002-05149, author = {Daniel C. Elton}, title = {Self-explainability as an alternative to interpretability for judging the trustworthiness of artificial intelligences}, journal = {CoRR}, volume = {abs/2002.05149}, year = {2020}, url = {https://arxiv.org/abs/2002.05149}, eprinttype = {arXiv}, eprint = {2002.05149}, timestamp = {Sat, 23 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2002-05149.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2005-11384, author = {Yingying Zhu and Daniel C. Elton and Sungwon Lee and Perry J. Pickhardt and Ronald M. Summers}, title = {Image Translation by Latent Union of Subspaces for Cross-Domain Plaque Detection}, journal = {CoRR}, volume = {abs/2005.11384}, year = {2020}, url = {https://arxiv.org/abs/2005.11384}, eprinttype = {arXiv}, eprint = {2005.11384}, timestamp = {Thu, 23 Dec 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2005-11384.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2007-07230, author = {Yingying Zhu and Youbao Tang and Yuxing Tang and Daniel C. Elton and Sungwon Lee and Perry J. Pickhardt and Ronald M. Summers}, title = {Cross-Domain Medical Image Translation by Shared Latent Gaussian Mixture Model}, journal = {CoRR}, volume = {abs/2007.07230}, year = {2020}, url = {https://arxiv.org/abs/2007.07230}, eprinttype = {arXiv}, eprint = {2007.07230}, timestamp = {Thu, 23 Dec 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2007-07230.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2007-08674, author = {Seung Yeon Shin and Sungwon Lee and Daniel C. Elton and James L. Gulley and Ronald M. Summers}, title = {Deep Small Bowel Segmentation with Cylindrical Topological Constraints}, journal = {CoRR}, volume = {abs/2007.08674}, year = {2020}, url = {https://arxiv.org/abs/2007.08674}, eprinttype = {arXiv}, eprint = {2007.08674}, timestamp = {Wed, 29 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2007-08674.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2012-09318, author = {Daniel C. Elton}, title = {Applying Deutsch's concept of good explanations to artificial intelligence and neuroscience - an initial exploration}, journal = {CoRR}, volume = {abs/2012.09318}, year = {2020}, url = {https://arxiv.org/abs/2012.09318}, eprinttype = {arXiv}, eprint = {2012.09318}, timestamp = {Sun, 03 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2012-09318.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1903-00415, author = {Daniel C. Elton and Dhruv Turakhia and Nischal Reddy and Zois Boukouvalas and Mark D. Fuge and Ruth M. Doherty and Peter W. Chung}, title = {Using natural language processing techniques to extract information on the properties and functionalities of energetic materials from large text corpora}, journal = {CoRR}, volume = {abs/1903.00415}, year = {2019}, url = {http://arxiv.org/abs/1903.00415}, eprinttype = {arXiv}, eprint = {1903.00415}, timestamp = {Sat, 30 Mar 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1903-00415.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1903-04388, author = {Daniel C. Elton and Zois Boukouvalas and Mark D. Fuge and Peter W. Chung}, title = {Deep learning for molecular generation and optimization - a review of the state of the art}, journal = {CoRR}, volume = {abs/1903.04388}, year = {2019}, url = {http://arxiv.org/abs/1903.04388}, eprinttype = {arXiv}, eprint = {1903.04388}, timestamp = {Sun, 31 Mar 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1903-04388.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1811-00628, author = {Zois Boukouvalas and Daniel C. Elton and Peter W. Chung and Mark D. Fuge}, title = {Independent Vector Analysis for Data Fusion Prior to Molecular Property Prediction with Machine Learning}, journal = {CoRR}, volume = {abs/1811.00628}, year = {2018}, url = {http://arxiv.org/abs/1811.00628}, eprinttype = {arXiv}, eprint = {1811.00628}, timestamp = {Mon, 26 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1811-00628.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }

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