M. Jabreel

Comparative Heatmap Explanations for Deep Learning-Based Breast Density Classification

Breast density is associated with a higher risk of developing breast cancer and complicates mammographic interpretation because dense tissue can obscure suspicious findings. Deep learning (DL) models are increasingly used for automated breast density classification, yet their limited interpretability remains a concern...