The Accuracy Paradox: A Systematic Review of the Computational Reporting Gap in Deep Learning for Breast Cancer Imaging
Deep learning has transformed breast cancer imaging by substantially improving automated lesion detection, classification, and diagnostic decision support. The PRISMA-compliant systematic review investigates the computational performance and reporting transparency of DL models in breast cancer imaging (2021–2025). From...