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DiST-DR： Diffusion-driven Swin Transformer for non-linear medical image registration with diffeomorphic deformations

Medical image registration is a fundamental task in medical image analysis.Within the deep learning framework， achieving registration that simultaneously offers high accuracy while maintaining smoothness and preserving topology remains a significant challenge.To jointly model local details and globa...

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Autori principali: MA Kehang, XIA Chunchao, CHEN Mengyao, LI Fei, ZHANG Simin, SUN Huaiqiang
Natura: Artigo
Lingua:Inglês
Pubblicazione: Editorial Department of Journal of Sichuan University (Natural Science Edition) 2026-01-01
Serie:四川大学学报. 自然科学版
Soggetti:
Medical image registration
Diffusion model
Swin Transformer
Diffeomorphic registration
Accesso online:http://science.scu.edu.cn/thesisDetails#10.19907/j.0490-6756.250144
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