Official implementation of Echo-DND: A Dual Noise Diffusion Model for Robust and Precise Left Ventricle Segmentation in Echocardiography

Reconstructing my PhD dissertation

AIEchoDx, which stands for “Artificial Intelligence Echocardiogram Diagnosis Network”, is a two-stage neural network to diagnose patients with atrial septal defect (ASD), dilated cardiomyopathy (DCM), hypertrophic cardiomyopathy (HCM), prior myocardial infarction (prior MI) from normal controls. It reads 45 frames of echocardiographic videos to …