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Prosper Mbire

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#federated learning Review Open access Aug 2026

Advancements in deep learning for early breast cancer detection using artificial intelligence models in low resource settings

The most important contributions from this review are a quantitative comparison of efficiency for edge versus cloud deployment, detection of dataset bias, and practical recommendations regarding infrastructure, regulatory pathways, and privacy-preserving federated learning.

Kennedy T. Chitiza, Abid Yahya, Nechibvute Action et al. · 0 citations

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