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Found 3 papers, 1 papers with code
Ultrasound Imaging based on the Variance of a Diffusion Restoration Model
Despite today's prevalence of ultrasound imaging in medicine, ultrasound signal-to-noise ratio is still affected by several sources of noise and artefacts.
Diffusion Reconstruction of Ultrasound Images with Informative Uncertainty
Bringing the best from both worlds, we propose a hybrid approach leveraging advances in diffusion models.
Ultrasound Image Reconstruction with Denoising Diffusion Restoration Models
Ultrasound image reconstruction can be approximately cast as a linear inverse problem that has traditionally been solved with penalized optimization using the $l_1$ or $l_2$ norm, or wavelet-based terms.
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