Unmasking and Quantifying Racial Bias of Large Language Models in
Medical Report Generation

Unmasking and Quantifying Racial Bias of Large Language Models in Medical Report Generation

25 January 2024

Xiaoyu Liu

Furong Huang

Papers citing "Unmasking and Quantifying Racial Bias of Large Language Models in Medical Report Generation"

9 / 9 papers shown

Title
Multimodal Large Language Models for Medicine: A Comprehensive Survey Jiarui Ye Hao Tang LM&MA 89 0 0 29 Apr 2025
Investigating LLMs in Clinical Triage: Promising Capabilities, Persistent Intersectional Biases Joseph Lee Tianqi Shang Jae Young Baik D. Duong-Tran Shu Yang Lingyao Li Li Shen 135 0 0 22 Apr 2025
No LLM is Free From Bias: A Comprehensive Study of Bias Evaluation in Large Language models Charaka Vinayak Kumar Ashok Urlana Gopichand Kanumolu B. Garlapati Pruthwik Mishra ELM 52 0 0 15 Mar 2025
Elucidating Mechanisms of Demographic Bias in LLMs for Healthcare Hiba Ahsan Arnab Sen Sharma Silvio Amir David Bau Byron C. Wallace 88 0 0 20 Feb 2025
A Comprehensive Survey of Large Language Models and Multimodal Large Language Models in Medicine Hanguang Xiao Feizhong Zhou X. Liu Tianqi Liu Zhipeng Li Xin Liu Xiaoxuan Huang AILaw LM&MA LRM 61 18 0 31 Dec 2024
Beyond Multiple-Choice Accuracy: Real-World Challenges of Implementing Large Language Models in Healthcare Yifan Yang Qiao Jin Qingqing Zhu Zhizheng Wang Francisco Erramuspe Álvarez Nicholas Wan Benjamin Hou Zhiyong Lu LM&MA ELM 39 0 0 24 Oct 2024
Are Large Language Models Ready for Travel Planning? Ruiping Ren Xing Yao Shu Cole Haining Wang 25 0 0 22 Oct 2024
CLIMB: A Benchmark of Clinical Bias in Large Language Models Yubo Zhang Shudi Hou Mingyu Derek Ma Wei Wang Muhao Chen Jieyu Zhao ELM 40 2 0 07 Jul 2024
A survey on fairness of large language models in e-commerce: progress, application, and challenge Qingyang Ren Zilin Jiang Jinghan Cao Sijia Li Chiqu Li Yiyang Liu Shuning Huo Tiange He Yuan Chen AILaw FaML 40 6 0 15 May 2024