Federated Explainable AI Framework for Cross-Domain Medical Image Analysis
The qualitative and quantitative evaluations of the generated explanations verify that the Fed-XAI framework identifies genuine pathological biomarkers rather than exploiting spurious domain-specific artifacts, thereby establishing a verifiable foundation of trust for clinical decision support systems.