Work

Bias and Equity in LLM Applications for Healthcare: A Scoping Review

Year: 2026

Type: preprint

Study design: Systematic Review

Source: SSRN Electronic Journal

DOI: 10.2139/ssrn.6053515

Authors: 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, Nan Liu

Institutions: National University of Singapore, Duke-NUS Medical School, University of Pennsylvania, Singapore National Eye Center, Singapore General Hospital, Duke University, Yale University, Stanford University, Brigham and Women's Hospital, Harvard University

Language: English

Topic: Artificial Intelligence in Healthcare and Education

Subfield: Health Informatics

Field: Medicine

Domain: Health Sciences

SDGs: Good health and well-being, Reduced inequalities

Open Access status: green

OpenAlex ID: W7122443835

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