Author

Magy Makram

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Open access Jul 2026

Breast cancer detection and classification via a robust deep learning approach

This work presents a leakage-controlled deep-learning framework for breast cancer classification using the CBIS-DDSM mammography archive that combines patient-level data partitioning before augmentation, a two-stage transfer-learning strategy based on ResNet50, and an Inter-View Attention Fusion (IVAF) module for adapt...

Magy Makram, Alber S. Aziz, Mary Monir Saeid et al. · Scientific Reports · 0 citations