Deep Learning in Breast Cancer Screening: A Critical Review of Translational Challenges and Future Directions

Deep learning is transforming breast cancer screening by automating mammogram analysis. However, the rapid evolution of model architectures necessitates a critical evaluation of the field’s trajectory and its readiness for clinical translation. This systematic literature review, conducted in...

Ausführliche Beschreibung

Bibliografische Detailangaben

Hauptverfasser:	Tareq Waisi, Andrew Crampton, Muhammad Ayub Ansari
Format:	Artigo
Sprache:	Inglês
Veröffentlicht:	IEEE 2026-01-01
Schriftenreihe:	IEEE Access
Schlagworte:	Breast cancer classification and detection breast cancer localisation and segmentation breast cancer risk prediction deep learning explainable artificial intelligence (XAI) Mammography
Online-Zugang:	https://ieeexplore.ieee.org/document/11556134/
Tags:	Tag hinzufügen Keine Tags, Fügen Sie das erste Tag hinzu!