Large language model-based multimodal system for detecting and grading ocular surface diseases from smartphone images

Large language model-based multimodal system for detecting and grading ocular surface diseases from smartphone images

BackgroundThe development of medical artificial intelligence (AI) models is primarily driven by the need to address healthcare resource scarcity, particularly in underserved regions. Proposing an affordable, accessible, interpretable, and automated AI system for non-clinical settings is crucial to e...

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Bibliographic Details
Main Authors: Zhongwen Li, Zhouqian Wang, Liheng Xiu, Pengyao Zhang, Wenfang Wang, Yangyang Wang, Gang Chen, Weihua Yang, Wei Chen
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-05-01
Series:Frontiers in Cell and Developmental Biology
Subjects:
ocular surface disease
large language model
multimodal model
keratitis
conjunctivitis
pterygium
Online Access:https://www.frontiersin.org/articles/10.3389/fcell.2025.1600202/full
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https://www.frontiersin.org/articles/10.3389/fcell.2025.1600202/full

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