Medical Image Segmentation with Explainable Diffusion Models

Diffusion models have made great success in image generation and own much potential in other vision tasks like image segmentation. With respect to medical image segmentation (MIS), model interpretability is indeed as important as model accuracy. This paper introduces the fundamental situation of MIS and typical diffusion model-related frameworks for MIS. Interpretability issues are also discussed in earnest.