Echo from noise: synthetic ultrasound image generation using diffusion models for real image segmentation

David Stojanovski, Uxio Hermida, Pablo Lamata +2

We propose a novel pipeline for the generation of synthetic ultrasound images via Denoising Diffusion Probabilistic Models (DDPMs) guided by cardiac semantic label maps. We show th…