Balasubramanian Viswanathan

Causal Prototype-Guided Multi-Instance Learning for Explainable Breast Cancer Diagnosis in Mammogram Images

Breast cancer remains a leading cause of mortality among women worldwide, making early and accurate diagnosis through mammography critically important. However, conventional deep learning approaches for mammogram analysis often operate as black-box models, limiting interpretability and clinical trust. This study propos...