FDDM: unsupervised medical image translation with a frequency-decoupled diffusion model

Diffusion models have demonstrated significant potential in producing high-quality images in medical image translation to aid disease diagnosis, localization, and treatment. Nevertheless, current diffusion models often fall short when it comes to faithfully translating medical images. They struggle...

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Bibliografski detalji

Glavni autori:	Yunxiang Li, Hua-Chieh Shao, Xiaoxue Qian, You Zhang
Format:	Artigo
Jezik:	Inglês
Izdano:	IOP Publishing 2025-01-01
Serija:	Machine Learning: Science and Technology
Teme:	medical image translation diffusion model generative model
Online pristup:	https://doi.org/10.1088/2632-2153/adc656
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