Evaluating Sex and Age Biases in Multimodal Large Language Models for Skin Disease Identification from Dermatoscopic Images

Background: Multimodal large language models (LLMs) have shown potential in various health-related fields. However, many healthcare studies have raised concerns about the reliability and biases of LLMs in healthcare applications. Methods: To explore the practical application of multimodal LLMs in sk...

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Bibliographic Details
Main Authors: Zhiyu Wan, Yuhang Guo, Shunxing Bao, Qian Wang, Bradley A. Malin
Format: Article
Language:English
Published: American Association for the Advancement of Science (AAAS) 2025-01-01
Series:Health Data Science
Online Access:https://spj.science.org/doi/10.34133/hds.0256
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