M. Kas

Supporting transformer-based cardiac MRI segmentation with text-to-image controllable diffusion pipelines.

Cardiac magnetic resonance imaging (MRI) plays a critical role in diagnosing cardiovascular diseases; however, acquiring large, annotated datasets remains a significant challenge due to ethical, economic, and logistical constraints. In this paper, we propose a generative framework based on diffusion models for the cont...