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One-Shot Federated Learning on Medical Data Using Knowledge Distillation with Image Synthesis and Client Model Adaptation

Myeongkyun Kang, Philip Chikontwe, Soopil Kim, Kyong Hwan Jin, Ehsan Adeli, Kilian M. Pohl, Sang Hyun Park

2023Lecture notes in computer science13 citationsDOIOpen Access PDF

Topics & Concepts

OverfittingComputer scienceDiscriminative modelArtificial intelligenceMachine learningNoise (video)Synthetic dataData miningImage (mathematics)Artificial neural networkPrivacy-Preserving Technologies in DataAI in cancer detectionArtificial Intelligence in Healthcare and Education
One-Shot Federated Learning on Medical Data Using Knowledge Distillation with Image Synthesis and Client Model Adaptation | Litcius