SV-Cine: Diagnosis-Conditioned Segmentation of Single Ventricle Physiology via Generative Data Augmentation
The episode discusses the paper "SV-Cine: Diagnosis-Conditioned Segmentation of Single Ventricle Physiology via Generative Data Augmentation." Hosts discuss how using patient diagnosis as a clinical prior, combined with generative data augmentation, allows AI to accurately segment single ventricle physiology anatomy and improve functional estimation compared to existing methods.