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BibTeX records: Curt Langlotz
@article{DBLP:journals/cmig/QiuMSRZFSMLPS26,
author = {Chenhui Qiu and
Sarah Miller and
Barathi Subramanian and
Angela Ryu and
Haiyu Zhang and
George A. Fisher and
Nigam H. Shah and
John Mongan and
Curtis Langlotz and
Peter Poullos and
Jeanne Shen},
title = {A deep learning-based automated pipeline for colorectal cancer detection
in contrast-enhanced {CT} images},
journal = {Comput. Medical Imaging Graph.},
volume = {128},
pages = {102717},
year = {2026},
url = {https://doi.org/10.1016/j.compmedimag.2026.102717},
doi = {10.1016/J.COMPMEDIMAG.2026.102717},
timestamp = {Wed, 03 Jun 2026 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cmig/QiuMSRZFSMLPS26.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/miccai/2025create,
editor = {Jianing Qiu and
Jinlin Wu and
Curtis Langlotz and
Baoru Huang and
Zhen Lei and
Honghan Wu and
Hongbin Liu and
Weidi Xie},
title = {{AI} for Clinical Applications - First International Workshops, Agentic
{AI} 2025, {CREATE} 2025, and Clinical MLLMs 2025, Held in Conjunction
with {MICCAI} 2025, Daejeon, South Korea, September 23 and 27, 2025,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {16147},
publisher = {Springer},
year = {2026},
url = {https://doi.org/10.1007/978-3-032-06004-4},
doi = {10.1007/978-3-032-06004-4},
isbn = {978-3-032-06003-7},
timestamp = {Mon, 06 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/2025create.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2601-03733,
author = {Xiaoxian Shen and
Yuhui Zhang and
Sahithi Ankireddy and
Xiaohan Wang and
Maya Varma and
Henry Guo and
Curtis Langlotz and
Serena Yeung{-}Levy},
title = {RadDiff: Describing Differences in Radiology Image Sets with Natural
Language},
journal = {CoRR},
volume = {abs/2601.03733},
year = {2026},
url = {https://doi.org/10.48550/arXiv.2601.03733},
doi = {10.48550/ARXIV.2601.03733},
eprinttype = {arXiv},
eprint = {2601.03733},
timestamp = {Wed, 11 Feb 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2601-03733.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2602-13699,
author = {Sophie Ostmeier and
Brian Axelrod and
Maya Varma and
Asad Aali and
Yabin Zhang and
Magdalini Paschali and
Sanmi Koyejo and
Curtis Langlotz and
Akshay Chaudhari},
title = {Attention Head Entropy of LLMs Predicts Answer Correctness},
journal = {CoRR},
volume = {abs/2602.13699},
year = {2026},
url = {https://doi.org/10.48550/arXiv.2602.13699},
doi = {10.48550/ARXIV.2602.13699},
eprinttype = {arXiv},
eprint = {2602.13699},
timestamp = {Fri, 27 Mar 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2602-13699.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2602-22843,
author = {Chong Wang and
Yabin Zhang and
Yunhe Gao and
Maya Varma and
Clemence Mottez and
Faidra Patsatzi and
Jiaming Liu and
Jin Long and
Jean{-}Benoit Delbrouck and
Sergios Gatidis and
Akshay S. Chaudhari and
Curtis P. Langlotz},
title = {A data- and compute-efficient chest X-ray foundation model beyond
aggressive scaling},
journal = {CoRR},
volume = {abs/2602.22843},
year = {2026},
url = {https://doi.org/10.48550/arXiv.2602.22843},
doi = {10.48550/ARXIV.2602.22843},
eprinttype = {arXiv},
eprint = {2602.22843},
timestamp = {Sun, 29 Mar 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2602-22843.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2603-00162,
author = {Joy T. Wu and
Daniel Beckmann and
Sarah Miller and
Alexander Lee and
Elizabeth Theng and
Stephan Altmayer and
Ken Chang and
David Kersting and
Tomoaki Otani and
Brittany Z. Dashevsky and
Hye Lim Park and
Matteo Novello and
Kip Guja and
Curtis Langlotz and
Ismini Lourentzou and
Daniel Gruhl and
Benjamin Risse and
Guido A. Davidzon},
title = {GazeXPErT: An Expert Eye-tracking Dataset for Interpretable and Explainable
{AI} in Oncologic {FDG-PET/CT} Scans},
journal = {CoRR},
volume = {abs/2603.00162},
year = {2026},
url = {https://doi.org/10.48550/arXiv.2603.00162},
doi = {10.48550/ARXIV.2603.00162},
eprinttype = {arXiv},
eprint = {2603.00162},
timestamp = {Sun, 26 Apr 2026 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2603-00162.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2603-13660,
author = {Yunhe Gao and
Yabin Zhang and
Chong Wang and
Jiaming Liu and
Maya Varma and
Jean{-}Benoit Delbrouck and
Akshay Chaudhari and
Curtis Langlotz},
title = {Learning Generalizable 3D Medical Image Representations from Mask-Guided
Self-Supervision},
journal = {CoRR},
volume = {abs/2603.13660},
year = {2026},
url = {https://doi.org/10.48550/arXiv.2603.13660},
doi = {10.48550/ARXIV.2603.13660},
eprinttype = {arXiv},
eprint = {2603.13660},
timestamp = {Sat, 11 Apr 2026 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2603-13660.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2603-25250,
author = {Yabin Zhang and
Maya Varma and
Yunhe Gao and
Jean{-}Benoit Delbrouck and
Jiaming Liu and
Chong Wang and
Curtis Langlotz},
title = {Activation Matters: Test-time Activated Negative Labels for {OOD}
Detection with Vision-Language Models},
journal = {CoRR},
volume = {abs/2603.25250},
year = {2026},
url = {https://doi.org/10.48550/arXiv.2603.25250},
doi = {10.48550/ARXIV.2603.25250},
eprinttype = {arXiv},
eprint = {2603.25250},
timestamp = {Wed, 15 Apr 2026 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2603-25250.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2604-00493,
author = {Yabin Zhang and
Chong Wang and
Yunhe Gao and
Jiaming Liu and
Maya Varma and
Justin Xu and
Sophie Ostmeier and
Jin Long and
Sergios Gatidis and
Seena Dehkharghani and
Arne Edward Michalson and
Eun Kyoung Hong and
Christian Bluethgen and
Haiwei Henry Guo and
Alexander Victor Ortiz and
Stephan Altmayer and
Sandhya Bodapati and
Joseph David Janizek and
Ken Chang and
Jean{-}Benoit Delbrouck and
Akshay S. Chaudhari and
Curtis P. Langlotz},
title = {A Reasoning-Enabled Vision-Language Foundation Model for Chest X-ray
Interpretation},
journal = {CoRR},
volume = {abs/2604.00493},
year = {2026},
url = {https://doi.org/10.48550/arXiv.2604.00493},
doi = {10.48550/ARXIV.2604.00493},
eprinttype = {arXiv},
eprint = {2604.00493},
timestamp = {Thu, 07 May 2026 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2604-00493.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2604-03635,
author = {Jinxi Xiang and
Mingjie Li and
Siyu Hou and
Yijiang Chen and
Xiangde Luo and
Yuanfeng Ji and
Xiang Zhou and
Ehsan Adeli and
Akshay Chaudhari and
Curtis P. Langlotz and
Kilian M. Pohl and
Ruijiang Li},
title = {A Generative Foundation Model for Multimodal Histopathology},
journal = {CoRR},
volume = {abs/2604.03635},
year = {2026},
url = {https://doi.org/10.48550/arXiv.2604.03635},
doi = {10.48550/ARXIV.2604.03635},
eprinttype = {arXiv},
eprint = {2604.03635},
timestamp = {Mon, 08 Jun 2026 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2604-03635.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2604-26288,
author = {Sonali Sharma and
Jin Long and
George Shih and
Sarah Eid and
Christian Bluethgen and
Francine L. Jacobson and
Emily Bao Tsai and
Global Radiology Consortium and
Ahmed M. Alaa and
Curtis P. Langlotz},
title = {CheXthought: {A} global multimodal dataset of clinical chain-of-thought
reasoning and visual attention for chest X-ray interpretation},
journal = {CoRR},
volume = {abs/2604.26288},
year = {2026},
url = {https://doi.org/10.48550/arXiv.2604.26288},
doi = {10.48550/ARXIV.2604.26288},
eprinttype = {arXiv},
eprint = {2604.26288},
timestamp = {Wed, 03 Jun 2026 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2604-26288.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2605-11304,
author = {Eva Prakash and
Yunhe Gao and
Chong Wang and
Justin Xu and
Neal Prakash and
Arne Edward Michalson and
Seena Dehkharghani and
Eun Kyoung Hong and
Julie Bauml and
Roger Boodoo and
Jean{-}Benoit Delbrouck and
Sophie Ostmeier and
Curtis Langlotz},
title = {CheXTemporal: {A} Dataset for Temporally-Grounded Reasoning in Chest
Radiography},
journal = {CoRR},
volume = {abs/2605.11304},
year = {2026},
url = {https://doi.org/10.48550/arXiv.2605.11304},
doi = {10.48550/ARXIV.2605.11304},
eprinttype = {arXiv},
eprint = {2605.11304},
timestamp = {Mon, 08 Jun 2026 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2605-11304.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npjdm/ChaoGKXAWFWJAKOLBFA25,
author = {Chieh{-}Ju Chao and
Yunqi Richard Gu and
Wasan Kumar and
Tiange Xiang and
Lalith Appari and
Justin Wu and
Juan Maria Farina and
Rachael Wraith and
Jiwoong Jason Jeong and
Reza Arsanjani and
Garvan C. Kane and
Jae K. Oh and
Curtis P. Langlotz and
Imon Banerjee and
Li Fei{-}Fei and
Ehsan Adeli},
title = {Foundation versus domain-specific models for left ventricular segmentation
on cardiac ultrasound},
journal = {npj Digit. Medicine},
volume = {8},
number = {1},
year = {2025},
url = {https://doi.org/10.1038/s41746-025-01730-y},
doi = {10.1038/S41746-025-01730-Y},
timestamp = {Thu, 07 May 2026 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npjdm/ChaoGKXAWFWJAKOLBFA25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npjdm/LuoGZKNCGCDGSBLSEHDBLLN25,
author = {Ingrid Luo and
Anna Graber{-}Naidich and
Mengrui Zhang and
Rakshit Kaushik and
Grant M. Nieda and
Tony Chen and
Bo Gu and
Eunji Choi and
Victoria Y. Ding and
Fatma Gunturkun and
Mina Satoyoshi and
Archana Bhat and
Tae Yoon Lee and
Chloe C. Su and
Timothy John Ellis{-}Caleo and
A. Solomon Henry and
Manisha Desai and
Leah Backhus and
Natalie S. Lui and
Ann N. Leung and
Joel W. Neal and
Allison W. Kurian and
Curtis P. Langlotz and
Heather Wakelee and
Su{-}Ying Liang and
Aparajita Khan and
Summer S. Han},
title = {Leveraging large language models to extract smoking history from clinical
notes for lung cancer surveillance},
journal = {npj Digit. Medicine},
volume = {8},
number = {1},
year = {2025},
url = {https://doi.org/10.1038/s41746-025-02009-y},
doi = {10.1038/S41746-025-02009-Y},
timestamp = {Wed, 03 Jun 2026 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npjdm/LuoGZKNCGCDGSBLSEHDBLLN25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npjdm/ChaoDABFGMAWAKOEFAL25,
author = {Chieh{-}Ju Chao and
Jean{-}Benoit Delbrouck and
Mohammad Asadi and
Imon Banerjee and
Juan Maria Farina and
Francesca Galasso and
Ahmed K. Mahmoud and
Mohammed Tiseer Abbas and
Yu{-}Chiang Wang and
Reza Arsanjani and
Garvan C. Kane and
Jae K. Oh and
Bradley J. Erickson and
Li Fei{-}Fei and
Ehsan Adeli and
Curtis Langlotz},
title = {EchoGraph system for automated quality assessment of echocardiography
reports},
journal = {npj Digit. Medicine},
volume = {9},
number = {1},
year = {2025},
url = {https://doi.org/10.1038/s41746-025-02140-w},
doi = {10.1038/S41746-025-02140-W},
timestamp = {Thu, 07 May 2026 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npjdm/ChaoDABFGMAWAKOEFAL25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/DelbrouckXMTCOA25,
author = {Jean{-}Benoit Delbrouck and
Justin Xu and
Johannes Moll and
Alois Thomas and
Zhihong Chen and
Sophie Ostmeier and
Asfandyar Azhar and
Kelvin Zhenghao Li and
Andrew Johnston and
Christian Bluethgen and
Eduardo Pontes Reis and
Mohamed S. Muneer and
Maya Varma and
Curtis P. Langlotz},
editor = {Wanxiang Che and
Joyce Nabende and
Ekaterina Shutova and
Mohammad Taher Pilehvar},
title = {Automated Structured Radiology Report Generation},
booktitle = {Proceedings of the 63rd Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2025, Vienna, Austria,
July 27 - August 1, 2025},
pages = {26813--26829},
publisher = {Association for Computational Linguistics},
year = {2025},
url = {https://doi.org/10.18653/v1/2025.acl-long.1301},
doi = {10.18653/V1/2025.ACL-LONG.1301},
timestamp = {Wed, 10 Jun 2026 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/DelbrouckXMTCOA25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/HeinCOXVRMBSLC25,
author = {Dennis Hein and
Zhihong Chen and
Sophie Ostmeier and
Justin Xu and
Maya Varma and
Eduardo Pontes Reis and
Arne Edward Michalson and
Christian Bluethgen and
Hyun Joo Shin and
Curtis P. Langlotz and
Akshay S. Chaudhari},
editor = {Wanxiang Che and
Joyce Nabende and
Ekaterina Shutova and
Mohammad Taher Pilehvar},
title = {CheXalign: Preference fine-tuning in chest X-ray interpretation models
without human feedback},
booktitle = {Proceedings of the 63rd Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2025, Vienna, Austria,
July 27 - August 1, 2025},
pages = {27679--27702},
publisher = {Association for Computational Linguistics},
year = {2025},
url = {https://doi.org/10.18653/v1/2025.acl-long.1342},
doi = {10.18653/V1/2025.ACL-LONG.1342},
timestamp = {Wed, 10 Jun 2026 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/HeinCOXVRMBSLC25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/AzharTL25,
author = {Asfandyar Azhar and
Paul Thielen and
Curtis P. Langlotz},
editor = {Yingzhen Li and
Stephan Mandt and
Shipra Agrawal and
Mohammad Emtiyaz Khan},
title = {{MEDUSA:} Medical Data Under Shadow Attacks via Hybrid Model Inversion},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2025, Mai Khao, Thailand, 3-5 May 2025},
series = {Proceedings of Machine Learning Research},
pages = {1378--1386},
publisher = {{PMLR}},
year = {2025},
url = {https://proceedings.mlr.press/v258/azhar25a.html},
timestamp = {Mon, 18 Aug 2025 15:30:39 +0200},
biburl = {https://dblp.org/rec/conf/aistats/AzharTL25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/MollFAOGLLD25,
author = {Johannes Moll and
Louisa Fay and
Asfandyar Azhar and
Sophie Ostmeier and
Sergios Gatidis and
Tim C. Lueth and
Curtis Langlotz and
Jean{-}Benoit Delbrouck},
editor = {Christos Christodoulopoulos and
Tanmoy Chakraborty and
Carolyn Rose and
Violet Peng},
title = {Structuring Radiology Reports: Challenging LLMs with Lightweight Models},
booktitle = {Proceedings of the 2025 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2025, Suzhou, China, November 4-9, 2025},
pages = {7707--7724},
publisher = {Association for Computational Linguistics},
year = {2025},
url = {https://doi.org/10.18653/v1/2025.emnlp-main.392},
doi = {10.18653/V1/2025.EMNLP-MAIN.392},
timestamp = {Wed, 10 Jun 2026 11:17:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/MollFAOGLLD25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/PrakashVCRJPBGOCNL25,
author = {Eva Prakash and
Jeya Maria Jose Valanarasu and
Zhihong Chen and
Eduardo Pontes Reis and
Andrew Johnston and
Anuj Pareek and
Christian Bluethgen and
Sergios Gatidis and
Cameron Olsen and
Akshay Chaudhari and
Andrew Y. Ng and
Curtis Langlotz},
title = {Evaluating and Improving the Effectiveness of Synthetic Chest X-Rays
for Medical Image Analysis},
booktitle = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2025
- Workshops, Honolulu, HI, USA, October 19-20, 2025},
pages = {4472--4480},
publisher = {{IEEE}},
year = {2025},
url = {https://doi.org/10.1109/ICCVW69036.2025.00463},
doi = {10.1109/ICCVW69036.2025.00463},
timestamp = {Wed, 03 Jun 2026 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccv/PrakashVCRJPBGOCNL25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/HuoFLVSBCLS25,
author = {Zepeng Frazier Huo and
Jason Alan Fries and
Alejandro Lozano and
Jeya Maria Jose Valanarasu and
Ethan Steinberg and
Louis Blankemeier and
Akshay S. Chaudhari and
Curtis P. Langlotz and
Nigam Shah},
title = {Time-to-Event Pretraining for 3D Medical Imaging},
booktitle = {The Thirteenth International Conference on Learning Representations,
{ICLR} 2025, Singapore, April 24-28, 2025},
publisher = {OpenReview.net},
year = {2025},
url = {https://openreview.net/forum?id=zcTLpIfj9u},
timestamp = {Thu, 15 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/HuoFLVSBCLS25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/OstmeierAVMCL25,
author = {Sophie Ostmeier and
Brian Axelrod and
Maya Varma and
Michael E. Moseley and
Akshay S. Chaudhari and
Curtis Langlotz},
editor = {Aarti Singh and
Maryam Fazel and
Daniel Hsu and
Simon Lacoste{-}Julien and
Felix Berkenkamp and
Tegan Maharaj and
Kiri Wagstaff and
Jerry Zhu},
title = {LieRE: Lie Rotational Positional Encodings},
booktitle = {Forty-second International Conference on Machine Learning, {ICML}
2025, Vancouver, BC, Canada, July 13-19, 2025},
series = {Proceedings of Machine Learning Research},
publisher = {{PMLR} / OpenReview.net},
year = {2025},
url = {https://proceedings.mlr.press/v267/ostmeier25a.html},
timestamp = {Wed, 04 Feb 2026 16:54:16 +0100},
biburl = {https://dblp.org/rec/conf/icml/OstmeierAVMCL25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2502-14753,
author = {Maya Varma and
Ashwin Kumar and
Rogier van der Sluijs and
Sophie Ostmeier and
Louis Blankemeier and
Pierre J. Chambon and
Christian Bluethgen and
Jip Prince and
Curtis P. Langlotz and
Akshay Chaudhari},
title = {MedVAE: Efficient Automated Interpretation of Medical Images with
Large-Scale Generalizable Autoencoders},
journal = {CoRR},
volume = {abs/2502.14753},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2502.14753},
doi = {10.48550/ARXIV.2502.14753},
eprinttype = {arXiv},
eprint = {2502.14753},
timestamp = {Wed, 26 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2502-14753.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2505-24223,
author = {Jean{-}Benoit Delbrouck and
Justin Xu and
Johannes Moll and
Alois Thomas and
Zhihong Chen and
Sophie Ostmeier and
Asfandyar Azhar and
Kelvin Zhenghao Li and
Andrew Johnston and
Christian Bluethgen and
Eduardo Pontes Reis and
Mohamed Muneer and
Maya Varma and
Curt Langlotz},
title = {Automated Structured Radiology Report Generation},
journal = {CoRR},
volume = {abs/2505.24223},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2505.24223},
doi = {10.48550/ARXIV.2505.24223},
eprinttype = {arXiv},
eprint = {2505.24223},
timestamp = {Sun, 29 Jun 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2505-24223.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2506-00200,
author = {Johannes Moll and
Louisa Fay and
Asfandyar Azhar and
Sophie Ostmeier and
Tim C. Lueth and
Sergios Gatidis and
Curtis P. Langlotz and
Jean{-}Benoit Delbrouck},
title = {Structuring Radiology Reports: Challenging LLMs with Lightweight Models},
journal = {CoRR},
volume = {abs/2506.00200},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2506.00200},
doi = {10.48550/ARXIV.2506.00200},
eprinttype = {arXiv},
eprint = {2506.00200},
timestamp = {Sun, 01 Feb 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2506-00200.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2507-03152,
author = {Asad Aali and
Vasiliki Bikia and
Maya Varma and
Nicole Chiou and
Sophie Ostmeier and
Arnav Singhvi and
Magdalini Paschali and
Ashwin Kumar and
Andrew Johnston and
Karimar Amador{-}Martinez and
Eduardo Juan Perez Guerrero and
Paola Naovi Cruz Rivera and
Sergios Gatidis and
Christian Bluethgen and
Eduardo Pontes Reis and
Eddy D. Zandee van Rilland and
Poonam Laxmappa Hosamani and
Kevin R. Keet and
Minjoung Go and
Evelyn Bin Ling and
David B. Larson and
Curtis P. Langlotz and
Roxana Daneshjou and
Jason Hom and
Sanmi Koyejo and
Emily Alsentzer and
Akshay S. Chaudhari},
title = {Expert-level validation of AI-generated medical text with scalable
language models},
journal = {CoRR},
volume = {abs/2507.03152},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2507.03152},
doi = {10.48550/ARXIV.2507.03152},
eprinttype = {arXiv},
eprint = {2507.03152},
timestamp = {Sun, 10 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2507-03152.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2508-16783,
author = {Stefania L. Moroianu and
Christian Bluethgen and
Pierre J. Chambon and
Mehdi Cherti and
Jean{-}Benoit Delbrouck and
Magdalini Paschali and
Brandon Price and
Judy Gichoya and
Jenia Jitsev and
Curtis P. Langlotz and
Akshay S. Chaudhari},
title = {Improving Performance, Robustness, and Fairness of Radiographic {AI}
Models with Finely-Controllable Synthetic Data},
journal = {CoRR},
volume = {abs/2508.16783},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2508.16783},
doi = {10.48550/ARXIV.2508.16783},
eprinttype = {arXiv},
eprint = {2508.16783},
timestamp = {Sun, 21 Sep 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2508-16783.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2510-09404,
author = {Christian Bluethgen and
Dave Van Veen and
Daniel Truhn and
Jakob Nikolas Kather and
Michael Moor and
Malgorzata Polacin and
Akshay Chaudhari and
Thomas Frauenfelder and
Curtis P. Langlotz and
Michael Krauthammer and
Farhad Nooralahzadeh},
title = {Agentic Systems in Radiology: Design, Applications, Evaluation, and
Challenges},
journal = {CoRR},
volume = {abs/2510.09404},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2510.09404},
doi = {10.48550/ARXIV.2510.09404},
eprinttype = {arXiv},
eprint = {2510.09404},
timestamp = {Tue, 11 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2510-09404.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2510-10822,
author = {Clemence Mottez and
Louisa Fay and
Maya Varma and
Sophie Ostmeier and
Curtis P. Langlotz},
title = {From Detection to Mitigation: Addressing Bias in Deep Learning Models
for Chest X-Ray Diagnosis},
journal = {CoRR},
volume = {abs/2510.10822},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2510.10822},
doi = {10.48550/ARXIV.2510.10822},
eprinttype = {arXiv},
eprint = {2510.10822},
timestamp = {Wed, 12 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2510-10822.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2510-14803,
author = {Pedro R. A. S. Bassi and
Xinze Zhou and
Wenxuan Li and
Szymon Plotka and
Jieneng Chen and
Qi Chen and
Zheren Zhu and
Jakub Przado and
Ibrahim E. Hamaci and
Sezgin Er and
Yuhan Wang and
Ashwin Kumar and
Bj{\"{o}}rn H. Menze and
Jaroslaw B. Cwikla and
Yuyin Zhou and
Akshay S. Chaudhari and
Curtis P. Langlotz and
Sergio Decherchi and
Andrea Cavalli and
Kang Wang and
Yang Yang and
Alan L. Yuille and
Zongwei Zhou},
title = {Scaling Artificial Intelligence for Multi-Tumor Early Detection with
More Reports, Fewer Masks},
journal = {CoRR},
volume = {abs/2510.14803},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2510.14803},
doi = {10.48550/ARXIV.2510.14803},
eprinttype = {arXiv},
eprint = {2510.14803},
timestamp = {Sun, 16 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2510-14803.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2510-23217,
author = {Alois Thomas and
Maya Varma and
Jean{-}Benoit Delbrouck and
Curtis P. Langlotz},
title = {Process Reward Models for Sentence-Level Verification of {LVLM} Radiology
Reports},
journal = {CoRR},
volume = {abs/2510.23217},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2510.23217},
doi = {10.48550/ARXIV.2510.23217},
eprinttype = {arXiv},
eprint = {2510.23217},
timestamp = {Sat, 15 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2510-23217.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2511-00383,
author = {Barathi Subramanian and
Rathinaraja Jeyaraj and
Mitchell Nevin Peterson and
Terry Guo and
Nigam Shah and
Curtis P. Langlotz and
Andrew Y. Ng and
Jeanne Shen},
title = {{STARC-9:} {A} Large-scale Dataset for Multi-Class Tissue Classification
for {CRC} Histopathology},
journal = {CoRR},
volume = {abs/2511.00383},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2511.00383},
doi = {10.48550/ARXIV.2511.00383},
eprinttype = {arXiv},
eprint = {2511.00383},
timestamp = {Mon, 17 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2511-00383.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2511-04079,
author = {Eva Prakash and
Maayane Attias and
Pierre J. Chambon and
Justin Xu and
Steven Q. H. Truong and
Jean{-}Benoit Delbrouck and
Tessa Sundaram Cook and
Curtis Langlotz},
title = {Improving the Performance of Radiology Report De-identification with
Large-Scale Training and Benchmarking Against Cloud Vendor Methods},
journal = {CoRR},
volume = {abs/2511.04079},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2511.04079},
doi = {10.48550/ARXIV.2511.04079},
eprinttype = {arXiv},
eprint = {2511.04079},
timestamp = {Thu, 27 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2511-04079.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2512-01048,
author = {Maya Varma and
Jean{-}Benoit Delbrouck and
Sophie Ostmeier and
Akshay Chaudhari and
Curtis Langlotz},
title = {TRoVe: Discovering Error-Inducing Static Feature Biases in Temporal
Vision-Language Models},
journal = {CoRR},
volume = {abs/2512.01048},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2512.01048},
doi = {10.48550/ARXIV.2512.01048},
eprinttype = {arXiv},
eprint = {2512.01048},
timestamp = {Fri, 23 Jan 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2512-01048.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/frai/SalviALFWLML24,
author = {Anish Salvi and
Leo Arnal and
Kevin Ly and
Gabriel Ferreira and
Sophia Y. Wang and
Curtis P. Langlotz and
Vinit Mahajan and
Chase A. Ludwig},
title = {Ocular Biometry {OCR:} a machine learning algorithm leveraging optical
character recognition to extract intra ocular lens biometry measurements},
journal = {Frontiers Artif. Intell.},
volume = {7},
year = {2024},
url = {https://doi.org/10.3389/frai.2024.1428716},
doi = {10.3389/FRAI.2024.1428716},
timestamp = {Thu, 01 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/frai/SalviALFWLML24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/DelbrouckCCVJBV24,
author = {Jean{-}Benoit Delbrouck and
Pierre J. Chambon and
Zhihong Chen and
Maya Varma and
Andrew Johnston and
Louis Blankemeier and
Dave Van Veen and
Tan Bui and
Steven Quoc Hung Truong and
Curtis P. Langlotz},
editor = {Lun{-}Wei Ku and
Andre Martins and
Vivek Srikumar},
title = {RadGraph-XL: {A} Large-Scale Expert-Annotated Dataset for Entity and
Relation Extraction from Radiology Reports},
booktitle = {Findings of the Association for Computational Linguistics, {ACL} 2024,
Bangkok, Thailand and virtual meeting, August 11-16, 2024},
series = {Findings of {ACL}},
pages = {12902--12915},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://doi.org/10.18653/v1/2024.findings-acl.765},
doi = {10.18653/V1/2024.FINDINGS-ACL.765},
timestamp = {Tue, 27 Jan 2026 20:26:47 +0100},
biburl = {https://dblp.org/rec/conf/acl/DelbrouckCCVJBV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bionlp/XuCJBVHCMLHLD24,
author = {Justin Xu and
Zhihong Chen and
Andrew Johnston and
Louis Blankemeier and
Maya Varma and
Jason Hom and
William J. Collins and
Ankit Modi and
Robert Lloyd and
Benjamin Hopkins and
Curtis P. Langlotz and
Jean{-}Benoit Delbrouck},
editor = {Dina Demner{-}Fushman and
Sophia Ananiadou and
Makoto Miwa and
Kirk Roberts and
Junichi Tsujii},
title = {Overview of the First Shared Task on Clinical Text Generation: {RRG24}
and "Discharge Me!"},
booktitle = {Proceedings of the 23rd Workshop on Biomedical Natural Language Processing,
BioNLP@ACL 2024, Bangkok, Thailand, August 16, 2024},
pages = {85--98},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://doi.org/10.18653/v1/2024.bionlp-1.7},
doi = {10.18653/V1/2024.BIONLP-1.7},
timestamp = {Fri, 13 Jun 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bionlp/XuCJBVHCMLHLD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/OstmeierXCVBBMM24,
author = {Sophie Ostmeier and
Justin Xu and
Zhihong Chen and
Maya Varma and
Louis Blankemeier and
Christian Bluethgen and
Arne Edward Michalson and
Michael E. Moseley and
Curtis P. Langlotz and
Akshay Chaudhari and
Jean{-}Benoit Delbrouck},
editor = {Yaser Al{-}Onaizan and
Mohit Bansal and
Yun{-}Nung Chen},
title = {{GREEN:} Generative Radiology Report Evaluation and Error Notation},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2024, Miami, Florida, USA, November 12-16, 2024},
series = {Findings of {ACL}},
pages = {374--390},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://doi.org/10.18653/v1/2024.findings-emnlp.21},
doi = {10.18653/V1/2024.FINDINGS-EMNLP.21},
timestamp = {Tue, 27 Jan 2026 20:26:47 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/OstmeierXCVBBMM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/DeshpandePRLNV24,
author = {Tanvi Deshpande and
Eva Prakash and
Elsie Gyang Ross and
Curtis P. Langlotz and
Andrew Y. Ng and
Jeya Maria Jose Valanarasu},
editor = {Ninon Burgos and
Caroline Petitjean and
Maria Vakalopoulou and
Stergios Christodoulidis and
Pierrick Coup{\'{e}} and
Herv{\'{e}} Delingette and
Carole Lartizien and
Diana Mateus},
title = {Auto-Generating Weak Labels for Real {\&} Synthetic Data to Improve
Label-Scarce Medical Image Segmentation},
booktitle = {Medical Imaging with Deep Learning, 3-5 July 2024, Paris, France},
series = {Proceedings of Machine Learning Research},
pages = {391--405},
publisher = {{PMLR}},
year = {2024},
url = {https://proceedings.mlr.press/v250/deshpande24a.html},
timestamp = {Mon, 17 Mar 2025 07:57:06 +0100},
biburl = {https://dblp.org/rec/conf/midl/DeshpandePRLNV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/VarmaDCCL24,
author = {Maya Varma and
Jean{-}Benoit Delbrouck and
Zhihong Chen and
Akshay Chaudhari and
Curtis P. Langlotz},
editor = {Amir Globersons and
Lester Mackey and
Danielle Belgrave and
Angela Fan and
Ulrich Paquet and
Jakub M. Tomczak and
Cheng Zhang},
title = {RaVL: Discovering and Mitigating Spurious Correlations in Fine-Tuned
Vision-Language Models},
booktitle = {Advances in Neural Information Processing Systems 37: Annual Conference
on Neural Information Processing Systems 2024, NeurIPS 2024, Vancouver,
BC, Canada, December 10 - 15, 2024},
year = {2024},
url = {http://papers.nips.cc/paper\_files/paper/2024/hash/95c6ae3f3393786203a4b6dcb9df1036-Abstract-Conference.html},
timestamp = {Tue, 26 May 2026 17:12:08 +0200},
biburl = {https://dblp.org/rec/conf/nips/VarmaDCCL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-12208,
author = {Zhihong Chen and
Maya Varma and
Jean{-}Benoit Delbrouck and
Magdalini Paschali and
Louis Blankemeier and
Dave Van Veen and
Jeya Maria Jose Valanarasu and
Alaa Youssef and
Joseph Paul Cohen and
Eduardo Pontes Reis and
Emily Bao Tsai and
Andrew Johnston and
Cameron Olsen and
Tanishq Mathew Abraham and
Sergios Gatidis and
Akshay S. Chaudhari and
Curtis P. Langlotz},
title = {CheXagent: Towards a Foundation Model for Chest X-Ray Interpretation},
journal = {CoRR},
volume = {abs/2401.12208},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.12208},
doi = {10.48550/ARXIV.2401.12208},
eprinttype = {arXiv},
eprint = {2401.12208},
timestamp = {Tue, 01 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-12208.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-08002,
author = {Juan Manuel Zambrano Chaves and
Shih{-}Cheng Huang and
Yanbo Xu and
Hanwen Xu and
Naoto Usuyama and
Sheng Zhang and
Fei Wang and
Yujia Xie and
Mahmoud Khademi and
Ziyi Yang and
Hany Hassan Awadalla and
Julia Gong and
Houdong Hu and
Jianwei Yang and
Chunyuan Li and
Jianfeng Gao and
Yu Gu and
Cliff Wong and
Mu Wei and
Tristan Naumann and
Muhao Chen and
Matthew P. Lungren and
Serena Yeung{-}Levy and
Curtis P. Langlotz and
Sheng Wang and
Hoifung Poon},
title = {Training Small Multimodal Models to Bridge Biomedical Competency Gap:
{A} Case Study in Radiology Imaging},
journal = {CoRR},
volume = {abs/2403.08002},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.08002},
doi = {10.48550/ARXIV.2403.08002},
eprinttype = {arXiv},
eprint = {2403.08002},
timestamp = {Tue, 28 Oct 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-08002.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-13185,
author = {Chih{-}Ying Liu and
Jeya Maria Jose Valanarasu and
Camila Gonz{\'{a}}lez and
Curtis P. Langlotz and
Andrew Y. Ng and
Sergios Gatidis},
title = {Unlocking Robust Segmentation Across All Age Groups via Continual
Learning},
journal = {CoRR},
volume = {abs/2404.13185},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.13185},
doi = {10.48550/ARXIV.2404.13185},
eprinttype = {arXiv},
eprint = {2404.13185},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-13185.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-17033,
author = {Tanvi Deshpande and
Eva Prakash and
Elsie Gyang Ross and
Curtis P. Langlotz and
Andrew Y. Ng and
Jeya Maria Jose Valanarasu},
title = {Auto-Generating Weak Labels for Real {\&} Synthetic Data to Improve
Label-Scarce Medical Image Segmentation},
journal = {CoRR},
volume = {abs/2404.17033},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.17033},
doi = {10.48550/ARXIV.2404.17033},
eprinttype = {arXiv},
eprint = {2404.17033},
timestamp = {Mon, 03 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-17033.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-03595,
author = {Sophie Ostmeier and
Justin Xu and
Zhihong Chen and
Maya Varma and
Louis Blankemeier and
Christian Bluethgen and
Arne Edward Michalson and
Michael E. Moseley and
Curtis P. Langlotz and
Akshay S. Chaudhari and
Jean{-}Benoit Delbrouck},
title = {{GREEN:} Generative Radiology Report Evaluation and Error Notation},
journal = {CoRR},
volume = {abs/2405.03595},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.03595},
doi = {10.48550/ARXIV.2405.03595},
eprinttype = {arXiv},
eprint = {2405.03595},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-03595.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-19538,
author = {Pierre J. Chambon and
Jean{-}Benoit Delbrouck and
Thomas Sounack and
Shih{-}Cheng Huang and
Zhihong Chen and
Maya Varma and
Steven Q. H. Truong and
Chu The Chuong and
Curtis P. Langlotz},
title = {CheXpert Plus: Augmenting a Large Chest X-ray Dataset with Text Radiology
Reports, Patient Demographics and Additional Image Formats},
journal = {CoRR},
volume = {abs/2405.19538},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.19538},
doi = {10.48550/ARXIV.2405.19538},
eprinttype = {arXiv},
eprint = {2405.19538},
timestamp = {Tue, 01 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-19538.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-06512,
author = {Louis Blankemeier and
Joseph Paul Cohen and
Ashwin Kumar and
Dave Van Veen and
Syed Jamal Safdar Gardezi and
Magdalini Paschali and
Zhihong Chen and
Jean{-}Benoit Delbrouck and
Eduardo Pontes Reis and
Cesar Truyts and
Christian Bluethgen and
Malte Engmann Kjeldskov Jensen and
Sophie Ostmeier and
Maya Varma and
Jeya Maria Jose Valanarasu and
Zhongnan Fang and
Zepeng Huo and
Zaid Nabulsi and
Diego Ardila and
Wei{-}Hung Weng and
Edson Amaro J{\'{u}}nior and
Neera Ahuja and
Jason Alan Fries and
Nigam H. Shah and
Andrew Johnston and
Robert D. Boutin and
Andrew Wentland and
Curtis P. Langlotz and
Jason Hom and
Sergios Gatidis and
Akshay S. Chaudhari},
title = {Merlin: {A} Vision Language Foundation Model for 3D Computed Tomography},
journal = {CoRR},
volume = {abs/2406.06512},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.06512},
doi = {10.48550/ARXIV.2406.06512},
eprinttype = {arXiv},
eprint = {2406.06512},
timestamp = {Mon, 08 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-06512.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-10322,
author = {Sophie Ostmeier and
Brian Axelrod and
Michael E. Moseley and
Akshay Chaudhari and
Curtis P. Langlotz},
title = {LieRE: Generalizing Rotary Position Encodings},
journal = {CoRR},
volume = {abs/2406.10322},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.10322},
doi = {10.48550/ARXIV.2406.10322},
eprinttype = {arXiv},
eprint = {2406.10322},
timestamp = {Wed, 10 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-10322.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2409-16603,
author = {Justin Xu and
Zhihong Chen and
Andrew Johnston and
Louis Blankemeier and
Maya Varma and
Jason Hom and
William J. Collins and
Ankit Modi and
Robert Lloyd and
Benjamin Hopkins and
Curtis P. Langlotz and
Jean{-}Benoit Delbrouck},
title = {Overview of the First Shared Task on Clinical Text Generation: {RRG24}
and "D{\textdollar}ischarge Me!"},
journal = {CoRR},
volume = {abs/2409.16603},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2409.16603},
doi = {10.48550/ARXIV.2409.16603},
eprinttype = {arXiv},
eprint = {2409.16603},
timestamp = {Thu, 17 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2409-16603.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2410-07025,
author = {Dennis Hein and
Zhihong Chen and
Sophie Ostmeier and
Justin Xu and
Maya Varma and
Eduardo Pontes Reis and
Arne Edward Michalson and
Christian Bluethgen and
Hyun Joo Shin and
Curtis P. Langlotz and
Akshay S. Chaudhari},
title = {Preference Fine-Tuning for Factuality in Chest X-Ray Interpretation
Models Without Human Feedback},
journal = {CoRR},
volume = {abs/2410.07025},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2410.07025},
doi = {10.48550/ARXIV.2410.07025},
eprinttype = {arXiv},
eprint = {2410.07025},
timestamp = {Tue, 19 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2410-07025.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2411-04097,
author = {Maya Varma and
Jean{-}Benoit Delbrouck and
Zhihong Chen and
Akshay Chaudhari and
Curtis P. Langlotz},
title = {RaVL: Discovering and Mitigating Spurious Correlations in Fine-Tuned
Vision-Language Models},
journal = {CoRR},
volume = {abs/2411.04097},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2411.04097},
doi = {10.48550/ARXIV.2411.04097},
eprinttype = {arXiv},
eprint = {2411.04097},
timestamp = {Wed, 01 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2411-04097.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2411-09361,
author = {Zepeng Huo and
Jason Alan Fries and
Alejandro Lozano and
Jeya Maria Jose Valanarasu and
Ethan Steinberg and
Louis Blankemeier and
Akshay S. Chaudhari and
Curtis P. Langlotz and
Nigam H. Shah},
title = {Time-to-Event Pretraining for 3D Medical Imaging},
journal = {CoRR},
volume = {abs/2411.09361},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2411.09361},
doi = {10.48550/ARXIV.2411.09361},
eprinttype = {arXiv},
eprint = {2411.09361},
timestamp = {Wed, 01 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2411-09361.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2411-18602,
author = {Eva Prakash and
Jeya Maria Jose Valanarasu and
Zhihong Chen and
Eduardo Pontes Reis and
Andrew Johnston and
Anuj Pareek and
Christian Bluethgen and
Sergios Gatidis and
Cameron Olsen and
Akshay Chaudhari and
Andrew Y. Ng and
Curtis P. Langlotz},
title = {Evaluating and Improving the Effectiveness of Synthetic Chest X-Rays
for Medical Image Analysis},
journal = {CoRR},
volume = {abs/2411.18602},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2411.18602},
doi = {10.48550/ARXIV.2411.18602},
eprinttype = {arXiv},
eprint = {2411.18602},
timestamp = {Wed, 01 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2411-18602.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2411-18730,
author = {Magdalini Paschali and
Zhihong Chen and
Louis Blankemeier and
Maya Varma and
Alaa Youssef and
Christian Bluethgen and
Curtis P. Langlotz and
Sergios Gatidis and
Akshay Chaudhari},
title = {Foundation Models in Radiology: What, How, When, Why and Why Not},
journal = {CoRR},
volume = {abs/2411.18730},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2411.18730},
doi = {10.48550/ARXIV.2411.18730},
eprinttype = {arXiv},
eprint = {2411.18730},
timestamp = {Wed, 01 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2411-18730.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2412-01233,
author = {Christian Bluethgen and
Dave Van Veen and
Cyril Zakka and
Katherine Link and
Aaron Fanous and
Roxana Daneshjou and
Thomas Frauenfelder and
Curtis P. Langlotz and
Sergios Gatidis and
Akshay Chaudhari},
title = {Best Practices for Large Language Models in Radiology},
journal = {CoRR},
volume = {abs/2412.01233},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2412.01233},
doi = {10.48550/ARXIV.2412.01233},
eprinttype = {arXiv},
eprint = {2412.01233},
timestamp = {Sun, 12 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2412-01233.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/ChambonWSACL23,
author = {Pierre J. Chambon and
Christopher Wu and
Jackson M. Steinkamp and
Jason Adleberg and
Tessa Sundaram Cook and
Curtis P. Langlotz},
title = {Automated deidentification of radiology reports combining transformer
and "hide in plain sight" rule-based methods},
journal = {J. Am. Medical Informatics Assoc.},
volume = {30},
number = {2},
pages = {318--328},
year = {2023},
url = {https://doi.org/10.1093/jamia/ocac219},
doi = {10.1093/JAMIA/OCAC219},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jamia/ChambonWSACL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jdi/ChambonCL23,
author = {Pierre J. Chambon and
Tessa Sundaram Cook and
Curtis P. Langlotz},
title = {Improved Fine-Tuning of In-Domain Transformer Model for Inferring
{COVID-19} Presence in Multi-Institutional Radiology Reports},
journal = {J. Digit. Imaging},
volume = {36},
number = {1},
pages = {164--177},
year = {2023},
url = {https://doi.org/10.1007/s10278-022-00714-8},
doi = {10.1007/S10278-022-00714-8},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jdi/ChambonCL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/patterns/YuEKPTRFLANLVR23,
author = {Feiyang Yu and
Mark Endo and
Rayan Krishnan and
Ian Pan and
Andy Tsai and
Eduardo Pontes Reis and
Eduardo Kaiser Ururahy Nunes Fonseca and
Henrique Min Ho Lee and
Zahra Shakeri Hossein Abad and
Andrew Y. Ng and
Curtis P. Langlotz and
Vasantha Kumar Venugopal and
Pranav Rajpurkar},
title = {Evaluating progress in automatic chest X-ray radiology report generation},
journal = {Patterns},
volume = {4},
number = {9},
pages = {100802},
year = {2023},
url = {https://doi.org/10.1016/j.patter.2023.100802},
doi = {10.1016/J.PATTER.2023.100802},
timestamp = {Fri, 15 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/patterns/YuEKPTRFLANLVR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ChenVWLD23,
author = {Zhihong Chen and
Maya Varma and
Xiang Wan and
Curtis P. Langlotz and
Jean{-}Benoit Delbrouck},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {Toward Expanding the Scope of Radiology Report Summarization to Multiple
Anatomies and Modalities},
booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational
Linguistics (Volume 2: Short Papers), {ACL} 2023, Toronto, Canada,
July 9-14, 2023},
pages = {469--484},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.acl-short.41},
doi = {10.18653/V1/2023.ACL-SHORT.41},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/ChenVWLD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bionlp/VeenUAPBPCDCLCP23,
author = {Dave Van Veen and
Cara Van Uden and
Maayane Attias and
Anuj Pareek and
Christian Bluethgen and
Malgorzata Polacin and
Wah Chiu and
Jean{-}Benoit Delbrouck and
Juan Manuel Zambrano Chaves and
Curtis P. Langlotz and
Akshay Chaudhari and
John M. Pauly},
editor = {Dina Demner{-}Fushman and
Sophia Ananiadou and
Kevin Cohen},
title = {RadAdapt: Radiology Report Summarization via Lightweight Domain Adaptation
of Large Language Models},
booktitle = {The 22nd Workshop on Biomedical Natural Language Processing and BioNLP
Shared Tasks, BioNLP@ACL 2023, Toronto, Canada, 13 July 2023},
pages = {449--460},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.bionlp-1.42},
doi = {10.18653/V1/2023.BIONLP-1.42},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bionlp/VeenUAPBPCDCLCP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bionlp/DelbrouckVCL23,
author = {Jean{-}Benoit Delbrouck and
Maya Varma and
Pierre J. Chambon and
Curtis P. Langlotz},
editor = {Dina Demner{-}Fushman and
Sophia Ananiadou and
Kevin Cohen},
title = {Overview of the RadSum23 Shared Task on Multi-modal and Multi-anatomical
Radiology Report Summarization},
booktitle = {The 22nd Workshop on Biomedical Natural Language Processing and BioNLP
Shared Tasks, BioNLP@ACL 2023, Toronto, Canada, 13 July 2023},
pages = {478--482},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.bionlp-1.45},
doi = {10.18653/V1/2023.BIONLP-1.45},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bionlp/DelbrouckVCL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/VarmaDHCL23,
author = {Maya Varma and
Jean{-}Benoit Delbrouck and
Sarah M. Hooper and
Akshay Chaudhari and
Curtis P. Langlotz},
title = {ViLLA: Fine-Grained Vision-Language Representation Learning from Real-World
Data},
booktitle = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023,
Paris, France, October 1-6, 2023},
pages = {22168--22178},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICCV51070.2023.02031},
doi = {10.1109/ICCV51070.2023.02031},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccv/VarmaDHCL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/SluijsBRLC23,
author = {Rogier van der Sluijs and
Nandita Bhaskhar and
Daniel L. Rubin and
Curtis P. Langlotz and
Akshay S. Chaudhari},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Exploring Image Augmentations for Siamese Representation Learning
with Chest X-Rays},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
pages = {444--467},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/sluijs24a.html},
timestamp = {Tue, 20 Feb 2024 17:19:52 +0100},
biburl = {https://dblp.org/rec/conf/midl/SluijsBRLC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChavesBADRLLC23,
author = {Juanma Zambrano Chaves and
Nandita Bhaskhar and
Maayane Attias and
Jean{-}Benoit Delbrouck and
Daniel L. Rubin and
Andreas M. Loening and
Curtis P. Langlotz and
Akshay Chaudhari},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {RaLEs: a Benchmark for Radiology Language Evaluations},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/eb5683d06bdef51ed4dff644908eef4b-Abstract-Datasets\_and\_Benchmarks.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ChavesBADRLLC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HooperC0BLR23,
author = {Sarah M. Hooper and
Mayee F. Chen and
Khaled Saab and
Kush Bhatia and
Curtis P. Langlotz and
Christopher R{\'{e}}},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {A case for reframing automated medical image classification as segmentation},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/ad6a3bd12095fdca71c306871bdec400-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HooperC0BLR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HuangHSCLLYSF23,
author = {Shih{-}Cheng Huang and
Zepeng Huo and
Ethan Steinberg and
Chia{-}Chun Chiang and
Curtis P. Langlotz and
Matthew P. Lungren and
Serena Yeung and
Nigam Shah and
Jason Alan Fries},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {{INSPECT:} {A} Multimodal Dataset for Patient Outcome Prediction of
Pulmonary Embolisms},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/39736af1b9d87a1fddad9f84a6bcf64c-Abstract-Datasets\_and\_Benchmarks.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HuangHSCLLYSF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-12636,
author = {Rogier van der Sluijs and
Nandita Bhaskhar and
Daniel L. Rubin and
Curtis P. Langlotz and
Akshay Chaudhari},
title = {Exploring Image Augmentations for Siamese Representation Learning
with Chest X-Rays},
journal = {CoRR},
volume = {abs/2301.12636},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.12636},
doi = {10.48550/ARXIV.2301.12636},
eprinttype = {arXiv},
eprint = {2301.12636},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-12636.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-01146,
author = {Dave Van Veen and
Cara Van Uden and
Maayane Attias and
Anuj Pareek and
Christian Bluethgen and
Malgorzata Polacin and
Wah Chiu and
Jean{-}Benoit Delbrouck and
Juan Manuel Zambrano Chaves and
Curtis P. Langlotz and
Akshay S. Chaudhari and
John M. Pauly},
title = {RadAdapt: Radiology Report Summarization via Lightweight Domain Adaptation
of Large Language Models},
journal = {CoRR},
volume = {abs/2305.01146},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.01146},
doi = {10.48550/ARXIV.2305.01146},
eprinttype = {arXiv},
eprint = {2305.01146},
timestamp = {Fri, 05 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-01146.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-08017,
author = {Cara Van Uden and
Jeremy Irvin and
Mars Huang and
Nathan Dean and
Jason Carr and
Andrew Y. Ng and
Curtis P. Langlotz},
title = {How to Train Your CheXDragon: Training Chest X-Ray Models for Transfer
to Novel Tasks and Healthcare Systems},
journal = {CoRR},
volume = {abs/2305.08017},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.08017},
doi = {10.48550/ARXIV.2305.08017},
eprinttype = {arXiv},
eprint = {2305.08017},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-08017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-01111,
author = {Cara Van Uden and
Christian Bluethgen and
Maayane Attias and
Malgorzata Polacin and
Haiwei Henry Guo and
Neha Simha and
Rishi Raj and
Curtis P. Langlotz},
title = {Exploring the Versatility of Zero-Shot {CLIP} for Interstitial Lung
Disease Classification},
journal = {CoRR},
volume = {abs/2306.01111},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.01111},
doi = {10.48550/ARXIV.2306.01111},
eprinttype = {arXiv},
eprint = {2306.01111},
timestamp = {Mon, 12 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-01111.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-11194,
author = {Maya Varma and
Jean{-}Benoit Delbrouck and
Sarah M. Hooper and
Akshay Chaudhari and
Curtis P. Langlotz},
title = {ViLLA: Fine-Grained Vision-Language Representation Learning from Real-World
Data},
journal = {CoRR},
volume = {abs/2308.11194},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.11194},
doi = {10.48550/ARXIV.2308.11194},
eprinttype = {arXiv},
eprint = {2308.11194},
timestamp = {Wed, 30 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-11194.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-07430,
author = {Dave Van Veen and
Cara Van Uden and
Louis Blankemeier and
Jean{-}Benoit Delbrouck and
Asad Aali and
Christian Bluethgen and
Anuj Pareek and
Malgorzata Polacin and
William Collins and
Neera Ahuja and
Curtis P. Langlotz and
Jason Hom and
Sergios Gatidis and
John M. Pauly and
Akshay S. Chaudhari},
title = {Clinical Text Summarization: Adapting Large Language Models Can Outperform
Human Experts},
journal = {CoRR},
volume = {abs/2309.07430},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.07430},
doi = {10.48550/ARXIV.2309.07430},
eprinttype = {arXiv},
eprint = {2309.07430},
timestamp = {Tue, 19 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-07430.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-12325,
author = {Karim Lekadir and
Aasa Feragen and
Abdul Joseph Fofanah and
Alejandro F. Frangi and
Alena Buyx and
Anais Emelie and
Andrea Lara and
Antonio R. Porras and
An{-}Wen Chan and
Arcadi Navarro and
Ben Glocker and
Benard Ohene Botwe and
Bishesh Khanal and
Brigit Beger and
Carol C. Wu and
Celia Cintas and
Curtis P. Langlotz and
Daniel Rueckert and
Deogratias Mzurikwao and
Dimitrios I. Fotiadis and
Doszhan Zhussupov and
Enzo Ferrante and
Erik Meijering and
Eva Weicken and
Fabio A. Gonz{\'{a}}lez and
Folkert W. Asselbergs and
Fred W. Prior and
Gabriel P. Krestin and
Gary S. Collins and
Geletaw Sahle Tegenaw and
Georgios Kaissis and
Gianluca Misuraca and
Gianna Tsakou and
Girish Dwivedi and
Haridimos Kondylakis and
Harsha Jayakody and
Henry C. Woodruff and
Hugo J. W. L. Aerts and
Ian Walsh and
Ioanna Chouvarda and
Ir{\`{e}}ne Buvat and
Islem Rekik and
James S. Duncan and
Jayashree Kalpathy{-}Cramer and
Jihad Zahir and
Jinah Park and
John Mongan and
Judy W. Gichoya and
Julia A. Schnabel and
et al.},
title = {{FUTURE-AI:} International consensus guideline for trustworthy and
deployable artificial intelligence in healthcare},
journal = {CoRR},
volume = {abs/2309.12325},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.12325},
doi = {10.48550/ARXIV.2309.12325},
eprinttype = {arXiv},
eprint = {2309.12325},
timestamp = {Wed, 03 Jun 2026 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-12325.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-10798,
author = {Shih{-}Cheng Huang and
Zepeng Huo and
Ethan Steinberg and
Chia{-}Chun Chiang and
Matthew P. Lungren and
Curtis P. Langlotz and
Serena Yeung and
Nigam H. Shah and
Jason A. Fries},
title = {{INSPECT:} {A} Multimodal Dataset for Pulmonary Embolism Diagnosis
and Prognosis},
journal = {CoRR},
volume = {abs/2311.10798},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.10798},
doi = {10.48550/ARXIV.2311.10798},
eprinttype = {arXiv},
eprint = {2311.10798},
timestamp = {Wed, 22 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-10798.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-00357,
author = {Rohan Shad and
Cyril Zakka and
Dhamanpreet Kaur and
Robyn Fong and
Ross Warren Filice and
John Mongan and
Kimberly Kallianos and
Nishith Khandwala and
David Eng and
Matthew Leipzig and
Walter R. Witschey and
Alejandro de Feria and
Victor Ferrari and
Euan A. Ashley and
Michael A. Acker and
Curtis P. Langlotz and
William Hiesinger},
title = {A Generalizable Deep Learning System for Cardiac {MRI}},
journal = {CoRR},
volume = {abs/2312.00357},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.00357},
doi = {10.48550/ARXIV.2312.00357},
eprinttype = {arXiv},
eprint = {2312.00357},
timestamp = {Fri, 07 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-00357.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/DelbrouckSVECDZ22,
author = {Jean{-}Benoit Delbrouck and
Khaled Saab and
Maya Varma and
Sabri Eyuboglu and
Pierre J. Chambon and
Jared Dunnmon and
Juan Zambrano and
Akshay Chaudhari and
Curtis P. Langlotz},
editor = {Valerio Basile and
Zornitsa Kozareva and
Sanja Stajner},
title = {ViLMedic: a framework for research at the intersection of vision and
language in medical {AI}},
booktitle = {Proceedings of the 60th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2022 - System Demonstrations, Dublin, Ireland,
May 22-27, 2022},
pages = {23--34},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.acl-demo.3},
doi = {10.18653/V1/2022.ACL-DEMO.3},
timestamp = {Thu, 22 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/DelbrouckSVECDZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/LanglotzWHD22,
author = {Curtis P. Langlotz and
Thomas Wang and
Tina Hernandez{-}Boussard and
Irene Dankwa{-}Mullan},
title = {Implications of Data As a Public Good: Charting a Path Toward Diagnostic
Excellence},
booktitle = {{AMIA} 2022, American Medical Informatics Association Annual Symposium,
Washington, DC, USA, November 5-9, 2022},
publisher = {{AMIA}},
year = {2022},
url = {https://knowledge.amia.org/76677-amia-1.4637602/f005-1.4642489/f005-1.4642490/217-1.4642557/731-1.4642554},
timestamp = {Wed, 17 Apr 2024 11:46:45 +0200},
biburl = {https://dblp.org/rec/conf/amia/LanglotzWHD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/DelbrouckCBTAL22,
author = {Jean{-}Benoit Delbrouck and
Pierre J. Chambon and
Christian Bluethgen and
Emily Bao Tsai and
Omar Almusa and
Curtis P. Langlotz},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {Improving the Factual Correctness of Radiology Report Generation with
Semantic Rewards},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022},
series = {Findings of {ACL}},
pages = {4348--4360},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.findings-emnlp.319},
doi = {10.18653/V1/2022.FINDINGS-EMNLP.319},
timestamp = {Wed, 10 Jun 2026 11:16:45 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/DelbrouckCBTAL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlhc/0004JMML22,
author = {Yuhao Zhang and
Hang Jiang and
Yasuhide Miura and
Christopher D. Manning and
Curtis P. Langlotz},
editor = {Zachary C. Lipton and
Rajesh Ranganath and
Mark P. Sendak and
Michael W. Sjoding and
Serena Yeung},
title = {Contrastive Learning of Medical Visual Representations from Paired
Images and Text},
booktitle = {Proceedings of the Machine Learning for Healthcare Conference, {MLHC}
2022, 5-6 August 2022, Durham, NC, {USA}},
series = {Proceedings of Machine Learning Research},
pages = {2--25},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v182/zhang22a.html},
timestamp = {Fri, 17 Feb 2023 10:24:51 +0100},
biburl = {https://dblp.org/rec/conf/mlhc/0004JMML22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-04133,
author = {Pierre J. Chambon and
Christian Bluethgen and
Curtis P. Langlotz and
Akshay Chaudhari},
title = {Adapting Pretrained Vision-Language Foundational Models to Medical
Imaging Domains},
journal = {CoRR},
volume = {abs/2210.04133},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.04133},
doi = {10.48550/ARXIV.2210.04133},
eprinttype = {arXiv},
eprint = {2210.04133},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-04133.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-12186,
author = {Jean{-}Benoit Delbrouck and
Pierre J. Chambon and
Christian Bluethgen and
Emily Bao Tsai and
Omar Almusa and
Curtis P. Langlotz},
title = {Improving the Factual Correctness of Radiology Report Generation with
Semantic Rewards},
journal = {CoRR},
volume = {abs/2210.12186},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.12186},
doi = {10.48550/ARXIV.2210.12186},
eprinttype = {arXiv},
eprint = {2210.12186},
timestamp = {Tue, 01 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-12186.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-08584,
author = {Jean{-}Benoit Delbrouck and
Maya Varma and
Curtis P. Langlotz},
title = {Toward expanding the scope of radiology report summarization to multiple
anatomies and modalities},
journal = {CoRR},
volume = {abs/2211.08584},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.08584},
doi = {10.48550/ARXIV.2211.08584},
eprinttype = {arXiv},
eprint = {2211.08584},
timestamp = {Wed, 23 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-08584.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-12737,
author = {Pierre J. Chambon and
Christian Bluethgen and
Jean{-}Benoit Delbrouck and
Rogier van der Sluijs and
Malgorzata Polacin and
Juan Manuel Zambrano Chaves and
Tanishq Mathew Abraham and
Shivanshu Purohit and
Curtis P. Langlotz and
Akshay Chaudhari},
title = {RoentGen: Vision-Language Foundation Model for Chest X-ray Generation},
journal = {CoRR},
volume = {abs/2211.12737},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.12737},
doi = {10.48550/ARXIV.2211.12737},
eprinttype = {arXiv},
eprint = {2211.12737},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-12737.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/0004Z0ML21,
author = {Yuhao Zhang and
Yuhui Zhang and
Peng Qi and
Christopher D. Manning and
Curtis P. Langlotz},
title = {Biomedical and clinical English model packages for the Stanza Python
{NLP} library},
journal = {J. Am. Medical Informatics Assoc.},
volume = {28},
number = {9},
pages = {1892--1899},
year = {2021},
url = {https://doi.org/10.1093/jamia/ocab090},
doi = {10.1093/JAMIA/OCAB090},
timestamp = {Mon, 09 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jamia/0004Z0ML21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ShadCALH21,
author = {Rohan Shad and
John P. Cunningham and
Euan A. Ashley and
Curtis P. Langlotz and
William Hiesinger},
title = {Designing clinically translatable artificial intelligence systems
for high-dimensional medical imaging},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {11},
pages = {929--935},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00399-8},
doi = {10.1038/S42256-021-00399-8},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/ShadCALH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npjdm/EngCKRLSKSRMSMG21,
author = {David Eng and
Christopher Chute and
Nishith Khandwala and
Pranav Rajpurkar and
Jin Long and
Sam Shleifer and
Mohamed H. Khalaf and
Alexander T. Sandhu and
F{\'{a}}tima Rodriguez and
David J. Maron and
Saeed Seyyedi and
Daniele Marin and
Ilana Golub and
Matthew J. Budoff and
Felipe Kitamura and
Marcelo Straus Takahashi and
Ross W. Filice and
Rajesh Shah and
John Mongan and
Kimberly Kallianos and
Curtis P. Langlotz and
Matthew P. Lungren and
Andrew Y. Ng and
Bhavik N. Patel},
title = {Automated coronary calcium scoring using deep learning with multicenter
external validation},
journal = {npj Digit. Medicine},
volume = {4},
year = {2021},
url = {https://doi.org/10.1038/s41746-021-00460-1},
doi = {10.1038/S41746-021-00460-1},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npjdm/EngCKRLSKSRMSMG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bionlp/AbachaMZSLD21,
author = {Asma Ben Abacha and
Yassine Mrabet and
Yuhao Zhang and
Chaitanya Shivade and
Curtis P. Langlotz and
Dina Demner{-}Fushman},
editor = {Dina Demner{-}Fushman and
Kevin Bretonnel Cohen and
Sophia Ananiadou and
Junichi Tsujii},
title = {Overview of the {MEDIQA} 2021 Shared Task on Summarization in the
Medical Domain},
booktitle = {Proceedings of the 20th Workshop on Biomedical Language Processing,
BioNLP@NAACL-HLT 2021, Online, June 11, 2021},
pages = {74--85},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.bionlp-1.8},
doi = {10.18653/V1/2021.BIONLP-1.8},
timestamp = {Thu, 25 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bionlp/AbachaMZSLD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/HooperWSKXSLR21,
author = {Sarah M. Hooper and
Michael Wornow and
Ying Hang Seah and
Peter Kellman and
Hui Xue and
Frederic Sala and
Curtis P. Langlotz and
Christopher R{\'{e}}},
title = {Cut out the annotator, keep the cutout: better segmentation with weak
supervision},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=bjkX6Kzb5H},
timestamp = {Fri, 26 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/HooperWSKXSLR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/MiuraZTLJ21,
author = {Yasuhide Miura and
Yuhao Zhang and
Emily Bao Tsai and
Curtis P. Langlotz and
Dan Jurafsky},
editor = {Kristina Toutanova and
Anna Rumshisky and
Luke Zettlemoyer and
Dilek Hakkani{-}T{\"{u}}r and
Iz Beltagy and
Steven Bethard and
Ryan Cotterell and
Tanmoy Chakraborty and
Yichao Zhou},
title = {Improving Factual Completeness and Consistency of Image-to-Text Radiology
Report Generation},
booktitle = {Proceedings of the 2021 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL-HLT} 2021, Online, June 6-11, 2021},
pages = {5288--5304},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.naacl-main.416},
doi = {10.18653/V1/2021.NAACL-MAIN.416},
timestamp = {Fri, 26 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/naacl/MiuraZTLJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JainASTDBC0LNLR21,
author = {Saahil Jain and
Ashwin Agrawal and
Adriel Saporta and
Steven Q. H. Truong and
Du Nguyen Duong and
Tan Bui and
Pierre J. Chambon and
Yuhao Zhang and
Matthew P. Lungren and
Andrew Y. Ng and
Curtis P. Langlotz and
Pranav Rajpurkar},
editor = {Joaquin Vanschoren and
Sai{-}Kit Yeung},
title = {RadGraph: Extracting Clinical Entities and Relations from Radiology
Reports},
booktitle = {Proceedings of the Neural Information Processing Systems Track on
Datasets and Benchmarks 1, NeurIPS Datasets and Benchmarks 2021, December
2021, virtual},
year = {2021},
url = {https://datasets-benchmarks-proceedings.neurips.cc/paper/2021/hash/c8ffe9a587b126f152ed3d89a146b445-Abstract-round1.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/JainASTDBC0LNLR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-00364,
author = {Rohan Shad and
Nicolas Quach and
Robyn Fong and
Patpilai Kasinpila and
Cayley Bowles and
Miguel Castro and
Ashrith Guha and
Eddie Suarez and
Stefan Jovinge and
Sangjin Lee and
Theodore Boeve and
Myriam Amsallem and
Xiu Tang and
Francois Haddad and
Yasuhiro Shudo and
Y. Joseph Woo and
Jeffrey J. Teuteberg and
John P. Cunningham and
Curtis P. Langlotz and
William Hiesinger},
title = {Predicting post-operative right ventricular failure using video-based
deep learning},
journal = {CoRR},
volume = {abs/2103.00364},
year = {2021},
url = {https://arxiv.org/abs/2103.00364},
eprinttype = {arXiv},
eprint = {2103.00364},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-00364.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-01938,
author = {Rohan Shad and
John P. Cunningham and
Euan A. Ashley and
Curtis P. Langlotz and
William Hiesinger},
title = {Medical Imaging and Machine Learning},
journal = {CoRR},
volume = {abs/2103.01938},
year = {2021},
url = {https://arxiv.org/abs/2103.01938},
eprinttype = {arXiv},
eprint = {2103.01938},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-01938.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-02583,
author = {Rohan Shad and
Nicolas Quach and
Robyn Fong and
Patpilai Kasinpila and
Cayley Bowles and
Kate M. Callon and
Michelle C. Li and
Jeffrey J. Teuteberg and
John P. Cunningham and
Curtis P. Langlotz and
William Hiesinger},
title = {Simulating time to event prediction with spatiotemporal echocardiography
deep learning},
journal = {CoRR},
volume = {abs/2103.02583},
year = {2021},
url = {https://arxiv.org/abs/2103.02583},
eprinttype = {arXiv},
eprint = {2103.02583},
timestamp = {Thu, 04 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-02583.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-14463,
author = {Saahil Jain and
Ashwin Agrawal and
Adriel Saporta and
Steven Q. H. Truong and
Du Nguyen Duong and
Tan Bui and
Pierre J. Chambon and
Yuhao Zhang and
Matthew P. Lungren and
Andrew Y. Ng and
Curtis P. Langlotz and
Pranav Rajpurkar},
title = {RadGraph: Extracting Clinical Entities and Relations from Radiology
Reports},
journal = {CoRR},
volume = {abs/2106.14463},
year = {2021},
url = {https://arxiv.org/abs/2106.14463},
eprinttype = {arXiv},
eprint = {2106.14463},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-14463.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nature/OuyangHGYELHHLA20,
author = {David Ouyang and
Bryan He and
Amirata Ghorbani and
Neal Yuan and
Joseph Ebinger and
Curtis P. Langlotz and
Paul A. Heidenreich and
Robert A. Harrington and
David H. Liang and
Euan A. Ashley and
James Y. Zou},
title = {Video-based {AI} for beat-to-beat assessment of cardiac function},
journal = {Nat.},
volume = {580},
number = {7802},
pages = {252--256},
year = {2020},
url = {https://doi.org/10.1038/s41586-020-2145-8},
doi = {10.1038/S41586-020-2145-8},
timestamp = {Sun, 04 Jan 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nature/OuyangHGYELHHLA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npjdm/ArgesABBBBBCCCC20,
author = {Kristine Arges and
Themistocles L. Assimes and
Vikram Bajaj and
Suresh Balu and
Mustafa R. Bashir and
Laura Beskow and
Rosalia Blanco and
Robert M. Califf and
Paul Campbell and
Larry Carin and
Victoria Christian and
Scott Cousins and
Millie Das and
Marie Dockery and
Pamela S. Douglas and
Ashley Dunham and
Julie Eckstrand and
Dominik Fleischmann and
Emily Ford and
Elizabeth Fraulo and
John French and
Sanjiv S. Gambhir and
Geoffrey S. Ginsburg and
Robert C. Green and
Francois Haddad and
Adrian Hernandez and
John Hernandez and
Erich S. Huang and
Glenn Jaffe and
Daniel King and
Lynne H. Koweek and
Curtis P. Langlotz and
Yaping J. Liao and
Kenneth W. Mahaffey and
Kelly Marcom and
William J. Marks and
David Maron and
Reid McCabe and
Shannon McCall and
Rebecca McCue and
Jessica Mega and
David Miller and
Lawrence H. Muhlbaier and
Rajan Munshi and
L. Kristin Newby and
Ezra Pak{-}Harvey and
Bray Patrick{-}Lake and
Michael J. Pencina and
Eric D. Peterson and
F{\'{a}}tima Rodriguez and
Scarlet Shore and
Svati Shah and
Steven Shipes and
George Sledge and
Susie Spielman and
Ryan Spitler and
Terry Schaack and
Geeta Swamy and
Martin J. Willemink and
Charlene A. Wong},
title = {The Project Baseline Health Study: a step towards a broader mission
to map human health},
journal = {npj Digit. Medicine},
volume = {3},
year = {2020},
url = {https://doi.org/10.1038/s41746-020-0290-y},
doi = {10.1038/S41746-020-0290-Y},
timestamp = {Wed, 20 May 2026 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npjdm/ArgesABBBBBCCCC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npjdm/KianiURWGJYLBMM20,
author = {Amirhossein Kiani and
Bora Uyumazturk and
Pranav Rajpurkar and
Alex Wang and
Rebecca Gao and
Erik Jones and
Yifan Yu and
Curtis P. Langlotz and
Robyn L. Ball and
Thomas J. Montine and
Brock A. Martin and
Gerald J. Berry and
Michael G. Ozawa and
Florette K. Hazard and
Ryanne A. Brown and
Simon B. Chen and
Mona Wood and
Libby S. Allard and
Lourdes Ylagan and
Andrew Y. Ng and
Jeanne Shen},
title = {Impact of a deep learning assistant on the histopathologic classification
of liver cancer},
journal = {npj Digit. Medicine},
volume = {3},
year = {2020},
url = {https://doi.org/10.1038/s41746-020-0232-8},
doi = {10.1038/S41746-020-0232-8},
timestamp = {Wed, 14 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npjdm/KianiURWGJYLBMM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ZhangMTML20,
author = {Yuhao Zhang and
Derek Merck and
Emily Bao Tsai and
Christopher D. Manning and
Curtis P. Langlotz},
editor = {Dan Jurafsky and
Joyce Chai and
Natalie Schluter and
Joel R. Tetreault},
title = {Optimizing the Factual Correctness of a Summary: {A} Study of Summarizing
Radiology Reports},
booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2020, Online, July 5-10, 2020},
pages = {5108--5120},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.acl-main.458},
doi = {10.18653/V1/2020.ACL-MAIN.458},
timestamp = {Fri, 26 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/ZhangMTML20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-14640,
author = {Yuhao Zhang and
Yuhui Zhang and
Peng Qi and
Christopher D. Manning and
Curtis P. Langlotz},
title = {Biomedical and Clinical English Model Packages in the Stanza Python
{NLP} Library},
journal = {CoRR},
volume = {abs/2007.14640},
year = {2020},
url = {https://arxiv.org/abs/2007.14640},
eprinttype = {arXiv},
eprint = {2007.14640},
timestamp = {Fri, 20 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-14640.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-08563,
author = {Saeed Seyyedi and
Margaret J. Wong and
Debra M. Ikeda and
Curtis P. Langlotz},
title = {SCREENet: {A} Multi-view Deep Convolutional Neural Network for Classification
of High-resolution Synthetic Mammographic Screening Scans},
journal = {CoRR},
volume = {abs/2009.08563},
year = {2020},
url = {https://arxiv.org/abs/2009.08563},
eprinttype = {arXiv},
eprint = {2009.08563},
timestamp = {Wed, 23 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-08563.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-00747,
author = {Yuhao Zhang and
Hang Jiang and
Yasuhide Miura and
Christopher D. Manning and
Curtis P. Langlotz},
title = {Contrastive Learning of Medical Visual Representations from Paired
Images and Text},
journal = {CoRR},
volume = {abs/2010.00747},
year = {2020},
url = {https://arxiv.org/abs/2010.00747},
eprinttype = {arXiv},
eprint = {2010.00747},
timestamp = {Fri, 20 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-00747.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-10042,
author = {Yasuhide Miura and
Yuhao Zhang and
Curtis P. Langlotz and
Dan Jurafsky},
title = {Improving Factual Completeness and Consistency of Image-to-Text Radiology
Report Generation},
journal = {CoRR},
volume = {abs/2010.10042},
year = {2020},
url = {https://arxiv.org/abs/2010.10042},
eprinttype = {arXiv},
eprint = {2010.10042},
timestamp = {Fri, 20 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-10042.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/BanerjeeLCHLMCA19,
author = {Imon Banerjee and
Yuan Ling and
Matthew C. Chen and
Sadid A. Hasan and
Curtis P. Langlotz and
Nathaniel Moradzadeh and
Brian E. Chapman and
Timothy Amrhein and
David A. Mong and
Daniel L. Rubin and
Oladimeji Farri and
Matthew P. Lungren},
title = {Comparative effectiveness of convolutional neural network {(CNN)}
and recurrent neural network {(RNN)} architectures for radiology text
report classification},
journal = {Artif. Intell. Medicine},
volume = {97},
pages = {79--88},
year = {2019},
url = {https://doi.org/10.1016/j.artmed.2018.11.004},
doi = {10.1016/J.ARTMED.2018.11.004},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/artmed/BanerjeeLCHLMCA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/WangZRZZSLH19,
author = {Xuan Wang and
Yu Zhang and
Xiang Ren and
Yuhao Zhang and
Marinka Zitnik and
Jingbo Shang and
Curtis P. Langlotz and
Jiawei Han},
title = {Cross-type biomedical named entity recognition with deep multi-task
learning},
journal = {Bioinform.},
volume = {35},
number = {10},
pages = {1745--1752},
year = {2019},
url = {https://doi.org/10.1093/bioinformatics/bty869},
doi = {10.1093/BIOINFORMATICS/BTY869},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/WangZRZZSLH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npjdm/PatelRWBLIRAGHL19,
author = {Bhavik N. Patel and
Louis B. Rosenberg and
Gregg Willcox and
David Baltaxe and
Mimi Lyons and
Jeremy Irvin and
Pranav Rajpurkar and
Timothy Amrhein and
Rajan Gupta and
Safwan Halabi and
Curtis P. Langlotz and
Edward Lo and
Joseph Mammarappallil and
A. J. Mariano and
Geoffrey Riley and
Jayne Seekins and
Luyao Shen and
Evan Zucker and
Matthew P. Lungren},
title = {Human-machine partnership with artificial intelligence for chest radiograph
diagnosis},
journal = {npj Digit. Medicine},
volume = {2},
year = {2019},
url = {https://doi.org/10.1038/s41746-019-0189-7},
doi = {10.1038/S41746-019-0189-7},
timestamp = {Thu, 25 Dec 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/npjdm/PatelRWBLIRAGHL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npjdm/PatelRWBLIRAGHL19a,
author = {Bhavik N. Patel and
Louis B. Rosenberg and
Gregg Willcox and
David Baltaxe and
Mimi Lyons and
Jeremy Irvin and
Pranav Rajpurkar and
Timothy Amrhein and
Rajan Gupta and
Safwan Halabi and
Curtis P. Langlotz and
Edward Lo and
Joseph Mammarappallil and
A. J. Mariano and
Geoffrey Riley and
Jayne Seekins and
Luyao Shen and
Evan Zucker and
Matthew P. Lungren},
title = {Author Correction: Human-machine partnership with artificial intelligence
for chest radiograph diagnosis},
journal = {npj Digit. Medicine},
volume = {2},
year = {2019},
url = {https://doi.org/10.1038/s41746-019-0198-6},
doi = {10.1038/S41746-019-0198-6},
timestamp = {Thu, 25 Dec 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/npjdm/PatelRWBLIRAGHL19a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/IrvinRKYCCMHBSS19,
author = {Jeremy Irvin and
Pranav Rajpurkar and
Michael Ko and
Yifan Yu and
Silviana Ciurea{-}Ilcus and
Christopher Chute and
Henrik Marklund and
Behzad Haghgoo and
Robyn L. Ball and
Katie S. Shpanskaya and
Jayne Seekins and
David A. Mong and
Safwan S. Halabi and
Jesse K. Sandberg and
Ricky Jones and
David B. Larson and
Curtis P. Langlotz and
Bhavik N. Patel and
Matthew P. Lungren and
Andrew Y. Ng},
title = {CheXpert: {A} Large Chest Radiograph Dataset with Uncertainty Labels
and Expert Comparison},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {590--597},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.3301590},
doi = {10.1609/AAAI.V33I01.3301590},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/IrvinRKYCCMHBSS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-07031,
author = {Jeremy Irvin and
Pranav Rajpurkar and
Michael Ko and
Yifan Yu and
Silviana Ciurea{-}Ilcus and
Christopher Chute and
Henrik Marklund and
Behzad Haghgoo and
Robyn L. Ball and
Katie S. Shpanskaya and
Jayne Seekins and
David A. Mong and
Safwan S. Halabi and
Jesse K. Sandberg and
Ricky Jones and
David B. Larson and
Curtis P. Langlotz and
Bhavik N. Patel and
Matthew P. Lungren and
Andrew Y. Ng},
title = {CheXpert: {A} Large Chest Radiograph Dataset with Uncertainty Labels
and Expert Comparison},
journal = {CoRR},
volume = {abs/1901.07031},
year = {2019},
url = {http://arxiv.org/abs/1901.07031},
eprinttype = {arXiv},
eprint = {1901.07031},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-07031.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-09067,
author = {Okyaz Eminaga and
Mahmoud Abbas and
Christian Kunder and
Andreas M. Loening and
Jeanne Shen and
James D. Brooks and
Curtis P. Langlotz and
Daniel L. Rubin},
title = {Plexus Convolutional Neural Network (PlexusNet): {A} novel neural
network architecture for histologic image analysis},
journal = {CoRR},
volume = {abs/1908.09067},
year = {2019},
url = {http://arxiv.org/abs/1908.09067},
eprinttype = {arXiv},
eprint = {1908.09067},
timestamp = {Thu, 29 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-09067.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-02541,
author = {Yuhao Zhang and
Derek Merck and
Emily Bao Tsai and
Christopher D. Manning and
Curtis P. Langlotz},
title = {Optimizing the Factual Correctness of a Summary: {A} Study of Summarizing
Radiology Reports},
journal = {CoRR},
volume = {abs/1911.02541},
year = {2019},
url = {http://arxiv.org/abs/1911.02541},
eprinttype = {arXiv},
eprint = {1911.02541},
timestamp = {Tue, 01 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-02541.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/PerchaZBRAL18,
author = {Bethany Percha and
Yuhao Zhang and
Selen Bozkurt and
Daniel L. Rubin and
Russ B. Altman and
Curtis P. Langlotz},
title = {Expanding a radiology lexicon using contextual patterns in radiology
reports},
journal = {J. Am. Medical Informatics Assoc.},
volume = {25},
number = {6},
pages = {679--685},
year = {2018},
url = {https://doi.org/10.1093/jamia/ocx152},
doi = {10.1093/JAMIA/OCX152},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jamia/PerchaZBRAL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/VreemanAWCCRL18,
author = {Daniel J. Vreeman and
Swapna Abhyankar and
Kenneth C. Wang and
Chris Carr and
Beverly Collins and
Daniel L. Rubin and
Curtis P. Langlotz},
title = {The {LOINC} {RSNA} radiology playbook - a unified terminology for
radiology procedures},
journal = {J. Am. Medical Informatics Assoc.},
volume = {25},
number = {7},
pages = {885--893},
year = {2018},
url = {https://doi.org/10.1093/jamia/ocy053},
doi = {10.1093/JAMIA/OCY053},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jamia/VreemanAWCCRL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jdi/HuhdanpaaTRSCCH18,
author = {Hannu T. Huhdanpaa and
W. Katherine Tan and
Sean D. Rundell and
Pradeep Suri and
Falgun H. Chokshi and
Bryan A. Comstock and
Patrick J. Heagerty and
Kathryn T. James and
Andrew L. Avins and
Srdjan S. Nedeljkovic and
David R. Nerenz and
David F. Kallmes and
Patrick H. Luetmer and
Karen J. Sherman and
Nancy L. Organ and
Brent Griffith and
Curtis P. Langlotz and
David Carrell and
Saeed Hassanpour and
Jeffrey G. Jarvik},
title = {Using Natural Language Processing of Free-Text Radiology Reports to
Identify Type 1 Modic Endplate Changes},
journal = {J. Digit. Imaging},
volume = {31},
number = {1},
pages = {84--90},
year = {2018},
url = {https://doi.org/10.1007/s10278-017-0013-3},
doi = {10.1007/S10278-017-0013-3},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jdi/HuhdanpaaTRSCCH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl-louhi/ZhangDQML18,
author = {Yuhao Zhang and
Daisy Yi Ding and
Tianpei Qian and
Christopher D. Manning and
Curtis P. Langlotz},
editor = {Alberto Lavelli and
Anne{-}Lyse Minard and
Fabio Rinaldi},
title = {Learning to Summarize Radiology Findings},
booktitle = {Proceedings of the Ninth International Workshop on Health Text Mining
and Information Analysis, Louhi@EMNLP 2018, Brussels, Belgium, October
31, 2018},
pages = {204--213},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://doi.org/10.18653/v1/w18-5623},
doi = {10.18653/V1/W18-5623},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl-louhi/ZhangDQML18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-09851,
author = {Xuan Wang and
Yu Zhang and
Xiang Ren and
Yuhao Zhang and
Marinka Zitnik and
Jingbo Shang and
Curtis P. Langlotz and
Jiawei Han},
title = {Cross-type Biomedical Named Entity Recognition with Deep Multi-Task
Learning},
journal = {CoRR},
volume = {abs/1801.09851},
year = {2018},
url = {http://arxiv.org/abs/1801.09851},
eprinttype = {arXiv},
eprint = {1801.09851},
timestamp = {Fri, 26 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-09851.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-04698,
author = {Yuhao Zhang and
Daisy Yi Ding and
Tianpei Qian and
Christopher D. Manning and
Curtis P. Langlotz},
title = {Learning to Summarize Radiology Findings},
journal = {CoRR},
volume = {abs/1809.04698},
year = {2018},
url = {http://arxiv.org/abs/1809.04698},
eprinttype = {arXiv},
eprint = {1809.04698},
timestamp = {Fri, 20 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-04698.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jdi/HassanpourBL17,
author = {Saeed Hassanpour and
Graham Bay and
Curtis P. Langlotz},
title = {Characterization of Change and Significance for Clinical Findings
in Radiology Reports Through Natural Language Processing},
journal = {J. Digit. Imaging},
volume = {30},
number = {3},
pages = {314--322},
year = {2017},
url = {https://doi.org/10.1007/s10278-016-9931-8},
doi = {10.1007/S10278-016-9931-8},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jdi/HassanpourBL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jdi/DoLB17,
author = {Bao H. Do and
Curtis P. Langlotz and
Christopher F. Beaulieu},
title = {Bone Tumor Diagnosis Using a Na{\"{\i}}ve Bayesian Model of Demographic
and Radiographic Features},
journal = {J. Digit. Imaging},
volume = {30},
number = {5},
pages = {640--647},
year = {2017},
url = {https://doi.org/10.1007/s10278-017-0001-7},
doi = {10.1007/S10278-017-0001-7},
timestamp = {Fri, 26 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jdi/DoLB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/VreemanWCCADMRL17,
author = {Daniel J. Vreeman and
Ken Wang and
Chris Carr and
Beverly Collins and
Swapna Abhyankar and
Jamalynne Deckard and
Clement J. McDonald and
Daniel L. Rubin and
Curtis P. Langlotz},
title = {The {LOINC/RSNA} Radiology Playbook: {A} unified terminology for radiology
procedures},
booktitle = {{AMIA} 2017, American Medical Informatics Association Annual Symposium,
Washington, DC, USA, November 4-8, 2017},
publisher = {{AMIA}},
year = {2017},
url = {https://knowledge.amia.org/65881-amiab-1.4254737/t001-1.4259018/f001-1.4259019/2731572-1.4259068/2731495-1.4259065},
timestamp = {Wed, 17 Apr 2024 11:47:24 +0200},
biburl = {https://dblp.org/rec/conf/amia/VreemanWCCADMRL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-05225,
author = {Pranav Rajpurkar and
Jeremy Irvin and
Kaylie Zhu and
Brandon Yang and
Hershel Mehta and
Tony Duan and
Daisy Yi Ding and
Aarti Bagul and
Curtis P. Langlotz and
Katie S. Shpanskaya and
Matthew P. Lungren and
Andrew Y. Ng},
title = {CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with
Deep Learning},
journal = {CoRR},
volume = {abs/1711.05225},
year = {2017},
url = {http://arxiv.org/abs/1711.05225},
eprinttype = {arXiv},
eprint = {1711.05225},
timestamp = {Fri, 26 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-05225.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-06957,
author = {Pranav Rajpurkar and
Jeremy Irvin and
Aarti Bagul and
Daisy Yi Ding and
Tony Duan and
Hershel Mehta and
Brandon Yang and
Kaylie Zhu and
Dillon Laird and
Robyn L. Ball and
Curtis P. Langlotz and
Katie S. Shpanskaya and
Matthew P. Lungren and
Andrew Y. Ng},
title = {{MURA} Dataset: Towards Radiologist-Level Abnormality Detection in
Musculoskeletal Radiographs},
journal = {CoRR},
volume = {abs/1712.06957},
year = {2017},
url = {http://arxiv.org/abs/1712.06957},
eprinttype = {arXiv},
eprint = {1712.06957},
timestamp = {Fri, 26 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-06957.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/HassanpourL16,
author = {Saeed Hassanpour and
Curtis P. Langlotz},
title = {Information extraction from multi-institutional radiology reports},
journal = {Artif. Intell. Medicine},
volume = {66},
pages = {29--39},
year = {2016},
url = {https://doi.org/10.1016/j.artmed.2015.09.007},
doi = {10.1016/J.ARTMED.2015.09.007},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/artmed/HassanpourL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/McCrayGKLS16,
author = {Alexa T. McCray and
John P. Glaser and
Ross Koppel and
Curtis P. Langlotz and
Jonathan C. Silverstein},
title = {Health {IT} vendors and the academic community: The 2014 {ACMI} debate},
journal = {J. Biomed. Informatics},
volume = {60},
pages = {365--375},
year = {2016},
url = {https://doi.org/10.1016/j.jbi.2016.03.003},
doi = {10.1016/J.JBI.2016.03.003},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jbi/McCrayGKLS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jdi/HassanpourL16,
author = {Saeed Hassanpour and
Curtis P. Langlotz},
title = {Unsupervised Topic Modeling in a Large Free Text Radiology Report
Repository},
journal = {J. Digit. Imaging},
volume = {29},
number = {1},
pages = {59--62},
year = {2016},
url = {https://doi.org/10.1007/s10278-015-9823-3},
doi = {10.1007/S10278-015-9823-3},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jdi/HassanpourL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jdi/KahnGL15,
author = {Charles E. Kahn Jr. and
Brad W. Genereaux and
Curtis P. Langlotz},
title = {Conversion of Radiology Reporting Templates to the {MRRT} Standard},
journal = {J. Digit. Imaging},
volume = {28},
number = {5},
pages = {528--536},
year = {2015},
url = {https://doi.org/10.1007/s10278-015-9787-3},
doi = {10.1007/S10278-015-9787-3},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jdi/KahnGL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdmb/WuLLU12,
author = {Shengyang Wu and
Curtis P. Langlotz and
Paras Lakhani and
Lyle H. Ungar},
title = {Extracting templates from radiology reports using sequence alignment},
journal = {Int. J. Data Min. Bioinform.},
volume = {6},
number = {6},
pages = {633--650},
year = {2012},
url = {https://doi.org/10.1504/IJDMB.2012.050248},
doi = {10.1504/IJDMB.2012.050248},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijdmb/WuLLU12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jdi/LakhaniKL12,
author = {Paras Lakhani and
Woojin Kim and
Curtis P. Langlotz},
title = {Automated Detection of Critical Results in Radiology Reports},
journal = {J. Digit. Imaging},
volume = {25},
number = {1},
pages = {30--36},
year = {2012},
url = {https://doi.org/10.1007/s10278-011-9426-6},
doi = {10.1007/S10278-011-9426-6},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jdi/LakhaniKL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jdi/LakhaniL10,
author = {Paras Lakhani and
Curtis P. Langlotz},
title = {Automated Detection of Radiology Reports that Document Non-routine
Communication of Critical or Significant Results},
journal = {J. Digit. Imaging},
volume = {23},
number = {6},
pages = {647--657},
year = {2010},
url = {https://doi.org/10.1007/s10278-009-9237-1},
doi = {10.1007/S10278-009-9237-1},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jdi/LakhaniL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/PaulettL09,
author = {John M. Paulett and
Curtis P. Langlotz},
title = {Improving language models for radiology speech recognition},
journal = {J. Biomed. Informatics},
volume = {42},
number = {1},
pages = {53--58},
year = {2009},
url = {https://doi.org/10.1016/j.jbi.2008.08.001},
doi = {10.1016/J.JBI.2008.08.001},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jbi/PaulettL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jdi/BoonnL09,
author = {William W. Boonn and
Curtis P. Langlotz},
title = {Radiologist Use of and Perceived Need for Patient Data Access},
journal = {J. Digit. Imaging},
volume = {22},
number = {4},
pages = {357--362},
year = {2009},
url = {https://doi.org/10.1007/s10278-008-9115-2},
doi = {10.1007/S10278-008-9115-2},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jdi/BoonnL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jdi/Langlotz08,
author = {Curtis P. Langlotz},
title = {From the Chair: The Top 10 Myths About Imaging Informatics Certification
(January 2008-SIIM News)},
journal = {J. Digit. Imaging},
volume = {21},
number = {1},
pages = {1--2},
year = {2008},
url = {https://doi.org/10.1007/s10278-007-9100-1},
doi = {10.1007/S10278-007-9100-1},
timestamp = {Fri, 26 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jdi/Langlotz08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jdi/LakhaniMGMWL06,
author = {Paras Lakhani and
Elliot D. Menschik and
Alberto F. Goldszal and
Joseph P. Murray and
Mark G. Weiner and
Curtis P. Langlotz},
title = {Development and Validation of Queries Using Structured Query Language
{(SQL)} to Determine the Utilization of Comparison Imaging in Radiology
Reports Stored on {PACS}},
journal = {J. Digit. Imaging},
volume = {19},
number = {1},
pages = {52--68},
year = {2006},
url = {https://doi.org/10.1007/s10278-005-7667-y},
doi = {10.1007/S10278-005-7667-Y},
timestamp = {Fri, 26 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jdi/LakhaniMGMWL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jdi/RedfernLAPHK02,
author = {Regina O. Redfern and
Curtis P. Langlotz and
Stephanie Abbuhl and
M. Polansky and
Steven C. Horii and
Harold L. Kundel},
title = {The Effect of {PACS} on the Time Required for Technologists to Produce
Radiographic Images in the Emergency Department Radiology Suite},
journal = {J. Digit. Imaging},
volume = {15},
number = {3},
pages = {153--160},
year = {2002},
url = {https://doi.org/10.1007/s10278-002-0024-5},
doi = {10.1007/S10278-002-0024-5},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jdi/RedfernLAPHK02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/LanglotzM00,
author = {Curtis P. Langlotz and
L. Meininger},
title = {Enhancing the expressiveness and usability of structured image reporting
systems},
booktitle = {{AMIA} 2000, American Medical Informatics Association Annual Symposium,
Los Angeles, CA, USA, November 4-8, 2000},
publisher = {{AMIA}},
year = {2000},
url = {https://knowledge.amia.org/amia-55142-a2000a-1.606968/t-001-1.609408/f-001-1.609409/a-094-1.609695/a-095-1.609692},
timestamp = {Wed, 17 Apr 2024 11:48:44 +0200},
biburl = {https://dblp.org/rec/conf/amia/LanglotzM00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jdi/LanglotzESBKKS95,
author = {Curtis P. Langlotz and
Orit Even{-}Shoshan and
Sridhar S. Seshadri and
Inna Brikman and
Sheel Kishore and
Harold L. Kundel and
J. Sanford Schwartz},
title = {A methodology for the economic assessment of picture archiving and
communication systems},
journal = {J. Digit. Imaging},
volume = {8},
number = {2},
pages = {95--102},
year = {1995},
url = {https://doi.org/10.1007/BF03168132},
doi = {10.1007/BF03168132},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jdi/LanglotzESBKKS95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aim/LanglotzS89,
author = {Curtis P. Langlotz and
Edward H. Shortliffe},
title = {Logic and Decision-Theoretic Methods for Planning under Uncertainty},
journal = {{AI} Mag.},
volume = {10},
number = {1},
pages = {39--47},
year = {1989},
url = {https://doi.org/10.1609/aimag.v10i1.727},
doi = {10.1609/AIMAG.V10I1.727},
timestamp = {Fri, 26 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aim/LanglotzS89.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/HorvitzHL86,
author = {Eric Horvitz and
David Heckerman and
Curtis P. Langlotz},
editor = {Tom Kehler},
title = {A Framework for Comparing Alternative Formalisms for Plausible Reasoning},
booktitle = {Proceedings of the 5th National Conference on Artificial Intelligence.
Philadelphia, PA, USA, August 11-15, 1986. Volume 1: Science},
pages = {210--214},
publisher = {Morgan Kaufmann},
year = {1986},
url = {http://www.aaai.org/Library/AAAI/1986/aaai86-034.php},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/HorvitzHL86.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LanglotzSF86,
author = {Curtis P. Langlotz and
Edward H. Shortliffe and
Lawrence M. Fagan},
editor = {Tom Kehler},
title = {Using Decision Theory to Justify Heuristics},
booktitle = {Proceedings of the 5th National Conference on Artificial Intelligence.
Philadelphia, PA, USA, August 11-15, 1986. Volume 1: Science},
pages = {215--219},
publisher = {Morgan Kaufmann},
year = {1986},
url = {http://www.aaai.org/Library/AAAI/1986/aaai86-035.php},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LanglotzSF86.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LanglotzFTWS85,
author = {Curtis P. Langlotz and
Lawrence M. Fagan and
Samson W. Tu and
John Williams and
Branimir Sikic},
editor = {Aravind K. Joshi},
title = {{ONYX:} An Architecture for Planning in Uncertain Environments},
booktitle = {Proceedings of the 9th International Joint Conference on Artificial
Intelligence. Los Angeles, CA, USA, August 1985},
pages = {447--449},
publisher = {Morgan Kaufmann},
year = {1985},
url = {http://ijcai.org/Proceedings/85-1/Papers/087.pdf},
timestamp = {Fri, 26 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/LanglotzFTWS85.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijmms/LanglotzS83,
author = {Curtis P. Langlotz and
Edward H. Shortliffe},
title = {Adapting a Consultation System to Critique User Plans},
journal = {Int. J. Man Mach. Stud.},
volume = {19},
number = {5},
pages = {479--496},
year = {1983},
url = {https://doi.org/10.1016/S0020-7373(83)80067-4},
doi = {10.1016/S0020-7373(83)80067-4},
timestamp = {Fri, 26 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijmms/LanglotzS83.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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