Maya Varma

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个人简介

My research focuses on the development of artificial intelligence methods for healthcare challenges. I am grateful to be supported by the Knight-Hennessy Fellowship and the National Defense Science and Engineering Graduate (NDSEG) Fellowship

研究兴趣

论文共 42 篇作者统计合作学者相似作者

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RaVL: Discovering and Mitigating Spurious Correlations in Fine-Tuned Vision-Language Models

Maya Varma,Jean-Benoit Delbrouck,Zhihong Chen,Akshay S Chaudhari,Curtis Langlotz

NeurIPS 2024 (2024)

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Foundation Models in Radiology: What, How, When, Why and Why Not

Magdalini Paschali,Zhihong Chen,Louis Blankemeier,Maya Varma,Alaa Youssef,Christian Bluethgen, Curtis Langlotz, Sergios Gatidis,Akshay Chaudhari

arxiv（2024）

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A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation

Zhihong Chen,Maya Varma, Justin Xu,Magdalini Paschali,Dave Van Veen, Andrew Johnston,Alaa Youssef,Louis Blankemeier, Christian Bluethgen, Stephan Altmayer,Jeya Maria Jose Valanarasu, Mohamed Siddig Eltayeb Muneer,Eduardo Pontes Reis,Joseph Paul Cohen, Cameron Olsen,Tanishq Mathew Abraham,Emily B. Tsai, Christopher F. Beaulieu, Jenia Jitsev,Sergios Gatidis,Jean-Benoit Delbrouck,Akshay S. Chaudhari,Curtis P. Langlotz

arxiv（2024）

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CheXpert Plus: Augmenting a Large Chest X-ray Dataset with Text Radiology Reports, Patient Demographics and Additional Image Formats

Pierre Chambon,Jean-Benoit Delbrouck, Thomas Sounack,Shih-Cheng Huang,Zhihong Chen,Maya Varma,Steven QH Truong, Chu The Chuong,Curtis P. Langlotz

CoRR (2024)

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Merlin: A Vision Language Foundation Model for 3D Computed Tomography

Louis Blankemeier,Joseph Paul Cohen, Ashwin Kumar,Dave Van Veen, Syed Jamal Safdar Gardezi,Magdalini Paschali,Zhihong Chen,Jean-Benoit Delbrouck,Eduardo Reis, Cesar Truyts,Christian Bluethgen, Malte Engmann Kjeldskov Jensen,Sophie Ostmeier,Maya Varma,Jeya Maria Jose Valanarasu,Zhongnan Fang,Zepeng Huo,Zaid Nabulsi,Diego Ardila,Wei-Hung Weng, Edson Amaro,Neera Ahuja,Jason Fries,Nigam H Shah, Andrew Johnston,Robert D Boutin,Andrew Wentland,Curtis P Langlotz,Jason Hom,Sergios Gatidis,Akshay S Chaudhari

Research square (2024)

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GREEN: Generative Radiology Report Evaluation and Error Notation

Sophie Ostmeier, Justin Xu,Zhihong Chen,Maya Varma,Louis Blankemeier,Christian Bluethgen, Arne Edward Michalson Md,Michael Moseley,Curtis Langlotz,Akshay S Chaudhari,Jean-Benoit Delbrouck

Conference on Empirical Methods in Natural Language Processingpp.374-390, (2024)

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RadGraph-XL: A Large-Scale Expert-Annotated Dataset for Entity and Relation Extraction from Radiology Reports

Jean-Benoit Delbrouck,Pierre J. Chambon,Zhihong Chen,Maya Varma, Andrew Johnston,Louis Blankemeier,Dave Van Veen,Tan Bui,Steven Quoc Hung Truong,Curtis P. Langlotz

Annual Meeting of the Association for Computational Linguisticspp.12902-12915, (2024)

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Preference Fine-Tuning for Factuality in Chest X-Ray Interpretation Models Without Human Feedback

Dennis Hein,Zhihong Chen,Sophie Ostmeier, Justin Xu,Maya Varma,Eduardo Pontes Reis, Arne Edward Michalson,Christian Bluethgen,Hyun Joo Shin,Curtis Langlotz,Akshay S Chaudhari

arxiv（2024）

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Overview of the First Shared Task on Clinical Text Generation: RRG24 and “discharge Me!”

Justin Xu,Zhihong Chen, Andrew Johnston,Louis Blankemeier,Maya Varma,Jason Hom,William J. Collins, Ankit Modi, Robert Lloyd, Benjamin Hopkins,Curtis Langlotz,Jean-Benoit Delbrouck

CoRR (2024)

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CheXpert Plus: Hundreds of Thousands of Aligned Radiology Texts, Images and Patients

Pierre Chambon,Jean-Benoit Delbrouck, Thomas Sounack,Shih-Cheng Huang,Zhihong Chen,Maya Varma,Steven Q. H. Truong, Chu The Chuong,Curtis P. Langlotz

arXiv (Cornell University) (2024)

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