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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Liu-Quan Cheng

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#federated learning Open access Sep 2026

FedBCFA: a boundary-constrained feature alignment federated learning framework for multi-center breast MRI classification

Experimental results demonstrate that the proposed FedBCFA achieves favorable overall performance in multi-center breast MRI classification, effectively mitigates class confusion under non-IID conditions, and improves the discriminative stability for benign and malignant lesions.

Wen-Biao Du, Bo-Ya Zhang, Liu-Quan Cheng et al. · 0 citations

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