Model utility and explainability in federated learning - A case study in healthcare using fundus oculi datasets
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Objective: Introduce a case study for Federated Learning (FL) in healthcare, addressing challenges posed by patient privacy and limited large-scale datasets. Our goal is to assess the features learned by FL methods in a simulated... ...
