Pengfei Lyu

Synthetic Echocardiograms from Diffusion Models in Rare Cardiovascular Disease

The limited availability of imaging data for uncommon cardiovascular phenotypes constrains the development of robust imaging models. We evaluated whether class-conditional diffusion models can generate synthetic transthoracic echocardiograms that improve downstream cardiac imaging tasks. The primary application was car...