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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| Hlavní autoři: | , , , |
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| Médium: | Artigo |
| Jazyk: | Inglês |
| Vydáno: |
IOP Publishing
2025-01-01
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| Edice: | Machine Learning: Science and Technology |
| Témata: | |
| On-line přístup: | https://doi.org/10.1088/2632-2153/adc656 |
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