Open access
Aug 2026
Hierarchical grouped convolution and multi-scale vision transformer for uncertainty-aware early breast cancer detection using mammography
The proposed Hierarchical Grouped Convolution and Multi-Scale Vision Transformer for Uncertainty-Aware Classification (HGCViT-UAC) framework improves classification performance by 14.35% through hierarchical multi-scale feature learning, adaptive attention fusion, and calibrated uncertainty estimation, demonstrating re...
Praneeth K. R., D. L, L. K et al.
· Scientific Reports · 0 citations