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ORCIDBibTeX 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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