MRFormer: Multiscale retractable transformer for medical image progressive denoising via noise level estimation

Published: 01 Jan 2024, Last Modified: 13 Nov 2024Image Vis. Comput. 2024EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•We designed a progressive denoising architecture and proposed a novel denoising model.•Noise estimation assists the denoising model in adapting to image-specific noise type and level.•Synthetic clean-noisy natural image pairs alleviate the problem of insufficient medical image pairs.
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