Bias patterns in the application of LLMs for clinical decision support: A comprehensive study

23 April 2024

Papers citing "Bias patterns in the application of LLMs for clinical decision support: A comprehensive study"

12 / 12 papers shown

Title
Can SAEs reveal and mitigate racial biases of LLMs in healthcare? Hiba Ahsan Byron C. Wallace LLMSV 121 0 0 31 Oct 2025
A word association network methodology for evaluating implicit biases in LLMs compared to humans Katherine Abramski Giulio Rossetti Massimo Stella 80 0 0 28 Oct 2025
'Rich Dad, Poor Lad': How do Large Language Models Contextualize Socioeconomic Factors in College Admission ? Huy Nghiem Phuong-Anh Nguyen-Le John J. Prindle Rachel Rudinger Hal Daumé III 96 1 0 19 Sep 2025
Reward Hacking Mitigation using Verifiable Composite Rewards Mirza Farhan Bin Tarek Rahmatollah Beheshti OffRL LRM 84 3 0 19 Sep 2025
Tell Me You're Biased Without Telling Me You're Biased -- Toward Revealing Implicit Biases in Medical LLMs Farzana Islam Adiba Rahmatollah Beheshti 78 0 0 26 Jul 2025
Evaluating the Bias in LLMs for Surveying Opinion and Decision Making in Healthcare Yonchanok Khaokaew Flora D. Salim Andreas Züfle Hao Xue Taylor Anderson C. Raina MacIntyre Matthew Scotch David J Heslop AI4CE 192 1 0 11 Apr 2025
Unequal Opportunities: Examining the Bias in Geographical Recommendations by Large Language ModelsInternational Conference on Intelligent User Interfaces (IUI), 2025 Shiran Dudy Thulasi Tholeti R. Ramachandranpillai Muhammad Ali Toby Jia-Jun Li Ricardo Baeza-Yates 256 6 0 16 Mar 2025
Implicit Bias in LLMs: A Survey Xinru Lin Luyang Li 321 10 0 04 Mar 2025
Elucidating Mechanisms of Demographic Bias in LLMs for Healthcare Hiba Ahsan Arnab Sen Sharma Silvio Amir David Bau Byron C. Wallace 314 2 0 18 Feb 2025
Enabling Scalable Evaluation of Bias Patterns in Medical LLMs Hamed Fayyaz Raphael Poulain Rahmatollah Beheshti 228 4 0 18 Oct 2024
A Comprehensive Survey of Bias in LLMs: Current Landscape and Future Directions Rajesh Ranjan Shailja Gupta Surya Narayan Singh 199 28 0 24 Sep 2024
Spoken Stereoset: On Evaluating Social Bias Toward Speaker in Speech Large Language ModelsSpoken Language Technology Workshop (SLT), 2024 Yi-Cheng Lin Wei-Chih Chen Hung-yi Lee 136 11 0 14 Aug 2024