Faizan Ahmad

Global Self-Attention for Cardiac MRI: Unified Segmentation and Interpretable Pathology Diagnosis

A fully supervised framework that couples a Vision Transformer encoder with a convolutional decoder to segment the left ventricle (LV), right ventricle (RV), and myocardium (Myo) on the Automated Cardiac Diagnosis Challenge (ACDC) dataset indicates that transformer-based encoders provide a competitive and interpretable...