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...

ver descrição completa

Detalhes bibliográficos

Principais autores:	Tareq Waisi, Andrew Crampton, Muhammad Ayub Ansari
Formato:	Artigo
Idioma:	Inglês
Publicado em:	IEEE 2026-01-01
coleção:	IEEE Access
Assuntos:	Breast cancer classification and detection breast cancer localisation and segmentation breast cancer risk prediction deep learning explainable artificial intelligence (XAI) Mammography
Acesso em linha:	https://ieeexplore.ieee.org/document/11556134/
Tags:	Adicionar Tag Sem tags, seja o primeiro a adicionar uma tag!