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Federated Learning in Medical Image Classification
(Privacy-Preserving Approach)
Central
Aggregation
Server
No Patient Data Here
Hospital A
Patient Data
Stays Local
Patient Data
Stays Local
Clinic C
Patient Data
Stays Local
Patient Data
Stays Local
Only model updates are shared, not actual images, ensuring data privacy and security
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