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Wentao Zhu
National University of Singapore (NUS)
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SCHOLARLY PAPERS
1
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Scholarly Papers (1)
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1.
Bias and Equity in LLM Applications for Healthcare: A Scoping Review
Number of pages: 27
Posted: 12 Jan 2026
Jingchi Liao
,
Huitao Li
,
Rui Yang
,
Sabarinath Vinod Nair
, Wentao Zhu,
Jonathan Chong Kai Liew
,
Peiyu Zhang
,
Mingxuan Liu
,
Yilin Ning
,
Kabilan Elangovan
,
Yu He Ke
,
Chuan Hong
,
Jasmine Chiat Ling Ong
,
Qingyu Chen
,
Emily Alsentzer
,
Danielle Sara Bitterman
,
Daniel Shu Wei Ting
and
Nan Liu
National University of Singapore (NUS) - Duke-NUS Medical school, Duke-NUS Medical School, Duke-NUS Medical School, National University of Singapore (NUS), National University of Singapore (NUS), University of Pennsylvania, National University of Singapore (NUS), National University of Singapore (NUS) - Duke-NUS Medical School, National University of Singapore (NUS) - Duke-NUS Medical School, Singapore National Eye Centre, National University of Singapore (NUS) - Singapore General Hospital, Duke University - Department of Biostatistics and Bioinformatics, National University of Singapore (NUS) - Singapore General Hospital, Yale University, Stanford University, Harvard University - Brigham and Women's Hospital, Singapore National Eye Centre - Artificial Intelligence for Ophthalmology and Duke-National University of Singapore Medical School - Centre for Quantitative Medicine
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Abstract:
Health care, Large Language Models, Bias, Equity, Applications
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