Apollo Institute of Medical Sciences & Research

Hierarchical grouped convolution and multi-scale vision transformer for uncertainty-aware early breast cancer detection using mammography

Abstract Early breast cancer detection using mammography remains challenging because existing deep learning methods often emphasize either local lesion characteristics or global contextual information, while providing limited uncertainty quantification and clinically reliable pre...