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Yuzhe Yang

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Recent Advances, Applications, and Open Challenges in Machine Learning for Health: Reflections from Research Roundtables at ML4H 2023 Symposium

Mar 03, 2024
Hyewon Jeong, Sarah Jabbour, Yuzhe Yang, Rahul Thapta, Hussein Mozannar, William Jongwon Han, Nikita Mehandru, Michael Wornow, Vladislav Lialin, Xin Liu, Alejandro Lozano, Jiacheng Zhu, Rafal Dariusz Kocielnik, Keith Harrigian, Haoran Zhang, Edward Lee, Milos Vukadinovic, Aparna Balagopalan, Vincent Jeanselme, Katherine Matton, Ilker Demirel, Jason Fries, Parisa Rashidi, Brett Beaulieu-Jones, Xuhai Orson Xu, Matthew McDermott, Tristan Naumann, Monica Agrawal, Marinka Zitnik, Berk Ustun, Edward Choi, Kristen Yeom, Gamze Gursoy, Marzyeh Ghassemi, Emma Pierson, George Chen, Sanjat Kanjilal, Michael Oberst, Linying Zhang, Harvineet Singh, Tom Hartvigsen, Helen Zhou, Chinasa T. Okolo

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Demographic Bias of Expert-Level Vision-Language Foundation Models in Medical Imaging

Feb 22, 2024
Yuzhe Yang, Yujia Liu, Xin Liu, Avanti Gulhane, Domenico Mastrodicasa, Wei Wu, Edward J Wang, Dushyant W Sahani, Shwetak Patel

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AesBench: An Expert Benchmark for Multimodal Large Language Models on Image Aesthetics Perception

Jan 16, 2024
Yipo Huang, Quan Yuan, Xiangfei Sheng, Zhichao Yang, Haoning Wu, Pengfei Chen, Yuzhe Yang, Leida Li, Weisi Lin

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The Limits of Fair Medical Imaging AI In The Wild

Dec 11, 2023
Yuzhe Yang, Haoran Zhang, Judy W Gichoya, Dina Katabi, Marzyeh Ghassemi

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Training Robust Deep Physiological Measurement Models with Synthetic Video-based Data

Nov 15, 2023
Yuxuan Ou, Yuzhe Zhang, Yuntang Wang, Shwetak Patel, Daniel McDuf, Yuzhe Yang, Xin Liu

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u-LLaVA: Unifying Multi-Modal Tasks via Large Language Model

Nov 09, 2023
Jinjin Xu, Liwu Xu, Yuzhe Yang, Xiang Li, Yanchun Xie, Yi-Jie Huang, Yaqian Li

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Towards long-tailed, multi-label disease classification from chest X-ray: Overview of the CXR-LT challenge

Oct 24, 2023
Gregory Holste, Yiliang Zhou, Song Wang, Ajay Jaiswal, Mingquan Lin, Sherry Zhuge, Yuzhe Yang, Dongkyun Kim, Trong-Hieu Nguyen-Mau, Minh-Triet Tran, Jaehyup Jeong, Wongi Park, Jongbin Ryu, Feng Hong, Arsh Verma, Yosuke Yamagishi, Changhyun Kim, Hyeryeong Seo, Myungjoo Kang, Leo Anthony Celi, Zhiyong Lu, Ronald M. Summers, George Shih, Zhangyang Wang, Yifan Peng

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CLIP Brings Better Features to Visual Aesthetics Learners

Jul 28, 2023
Liwu Xu, Jinjin Xu, Yuzhe Yang, Yijie Huang, Yanchun Xie, Yaqian Li

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BigSmall: Efficient Multi-Task Learning for Disparate Spatial and Temporal Physiological Measurements

Mar 21, 2023
Girish Narayanswamy, Yujia Liu, Yuzhe Yang, Chengqian Ma, Xin Liu, Daniel McDuff, Shwetak Patel

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Change is Hard: A Closer Look at Subpopulation Shift

Feb 23, 2023
Yuzhe Yang, Haoran Zhang, Dina Katabi, Marzyeh Ghassemi

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