Sheeja Mary F.

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

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 prediction confidence. To address these limitation...