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Justin F. Rousseau

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Hidden Flaws Behind Expert-Level Accuracy of GPT-4 Vision in Medicine

Jan 24, 2024
Qiao Jin, Fangyuan Chen, Yiliang Zhou, Ziyang Xu, Justin M. Cheung, Robert Chen, Ronald M. Summers, Justin F. Rousseau, Peiyun Ni, Marc J Landsman, Sally L. Baxter, Subhi J. Al'Aref, Yijia Li, Michael F. Chiang, Yifan Peng, Zhiyong Lu

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Less Likely Brainstorming: Using Language Models to Generate Alternative Hypotheses

May 30, 2023
Liyan Tang, Yifan Peng, Yanshan Wang, Ying Ding, Greg Durrett, Justin F. Rousseau

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Using Explainable AI to Cross-Validate Socio-economic Disparities Among Covid-19 Patient Mortality

Feb 16, 2023
Li Shi, Redoan Rahman, Esther Melamed, Jacek Gwizdka, Justin F. Rousseau, Ying Ding

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Attend Who is Weak: Pruning-assisted Medical Image Localization under Sophisticated and Implicit Imbalances

Dec 06, 2022
Ajay Jaiswal, Tianlong Chen, Justin F. Rousseau, Yifan Peng, Ying Ding, Zhangyang Wang

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Old can be Gold: Better Gradient Flow can Make Vanilla-GCNs Great Again

Oct 14, 2022
Ajay Jaiswal, Peihao Wang, Tianlong Chen, Justin F. Rousseau, Ying Ding, Zhangyang Wang

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Understanding Factual Errors in Summarization: Errors, Summarizers, Datasets, Error Detectors

May 25, 2022
Liyan Tang, Tanya Goyal, Alexander R. Fabbri, Philippe Laban, Jiacheng Xu, Semih Yahvuz, Wojciech Kryściński, Justin F. Rousseau, Greg Durrett

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SCALP -- Supervised Contrastive Learning for Cardiopulmonary Disease Classification and Localization in Chest X-rays using Patient Metadata

Oct 27, 2021
Ajay Jaiswal, Tianhao Li, Cyprian Zander, Yan Han, Justin F. Rousseau, Yifan Peng, Ying Ding

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