Distributed training of foundation models for ophthalmic diagnosis

Abstract Vision impairment affects nearly 2.2 billion people globally, and nearly half of these cases could be prevented with early diagnosis and intervention—underscoring the urgent need for reliable and scalable detection methods for conditions like diabetic retinopathy and age-related macular deg...

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Bibliographic Details
Main Authors: Sina Gholami, Fatema-E Jannat, Atalie Carina Thompson, Sally Shin Yee Ong, Jennifer I. Lim, Theodore Leng, Hamed Tabkhivayghan, Minhaj Nur Alam
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Communications Engineering
Online Access:https://doi.org/10.1038/s44172-025-00341-5
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