FuzzyFed-CNN: secure and explainable multimodal federated learning for early Alzheimer's diagnosis.

Front Artif Intell · 2026 · PMC13346179 · PMID 42428004

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practically significantno p-value reported

The range of Cohen’s d effect sizes is 0.65 (moderate), CNN + Fuzzy to FuzzyFed, and more than 1.0 (large) between CNN and CNN + MLP, which is practically significant rather than statistically significant.

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