Federated knee injury diagnosis using few shot learning

IntroductionKnee injuries, especially Anterior Cruciate Ligament (ACL) tears and meniscus tears, are becoming increasingly common and can severely restrict mobility and quality of life. Early diagnosis is essential for effective treatment and for preventing long-term complications such as knee osteo...

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Bibliographic Details
Main Authors:	Chirag Goel, Anita X, Jani Anbarasi L
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2025-07-01
Series:	Frontiers in Artificial Intelligence
Subjects:	federated learning few shot learning knee MRI medical image MRNet
Online Access:	https://www.frontiersin.org/articles/10.3389/frai.2025.1589358/full
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Federated knee injury diagnosis using few shot learning

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