A diffusion-based method with hierarchical texture and boundary losses translates both MR and US prostate images into a common pseudo-modality, improving downstream registration metrics on a small private dataset.
: Population-based organised prostate cancer testing: results from the first invitation of 50-year-old men
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Modality Translation and Registration of MR and Ultrasound Images Using Diffusion Models
A diffusion-based method with hierarchical texture and boundary losses translates both MR and US prostate images into a common pseudo-modality, improving downstream registration metrics on a small private dataset.