Generative augmentations for improved cardiac ultrasound segmentation using diffusion models

Gilles Van De Vyver, Aksel Try Lenz, Erik Smistad +5

One of the main challenges in current research on segmentation in cardiac ultrasound is the lack of large and varied labeled datasets and the differences in annotation conventions…