DiSIINet uses DDIM with a Symbiotic Information Interaction module to jointly enhance and segment multi-modal medical images, reporting gains over sequential pipelines.
Corediff: Contextual error-modulated generalized diffusion model for low-dose ct denoising and generalization.IEEE Transactions on Medical Imaging, 43(2):745–759,
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Joint Medical Image Enhancement and Segmentation with Diffusion-based Symbiotic Information Interaction
DiSIINet uses DDIM with a Symbiotic Information Interaction module to jointly enhance and segment multi-modal medical images, reporting gains over sequential pipelines.