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Journal Article

Adapting ChatGPT for Color Blindness in Medical Education

Jinge Wang; Thomas C. Yu; Michael S. Kolodney; Peter L. Perrotta; Gangqing Hu
Annals of Biomedical Engineering · Vol. 53, Issue 1 · pp. 5-8 · 2025

Abstract

Color vision deficiency (CVD) affects a significant portion of the population, yet its impact is often overlooked in medical education, especially in visually demanding specialties like dermatology, pathology, and radiology. In this study, we investigated the potential of ChatGPT to comprehend CVD-simulated images in image-based diagnostic tasks. Notably, the model successfully adapted its diagnostic reasoning to match CVD-modified color perception while preserving high prediction accuracy. These findings highlight the potential of using ChatGPT to foster more inclusive learning environments for individuals with CVD in visually intensive medical specialties.

Bibliographic Information

JournalAnnals of Biomedical Engineering
PublisherSpringer
Publication Date2025-01-01
Publication Year2025
Volume53
Issue1
Pages5-8
Document TypeJournal Article
Print ISSN0090-6964
eISSN1573-9686
DOI10.1007/s10439-024-03656-0

Access Information

NARA Access Coverage1972-01-01~Current
Journal Homepagehttps://www.springer.com/journal/10439
Publisher PageOpen Publisher Page
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