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cs.CV2024
Ultrasound Image Enhancement with the Variance of Diffusion Models
Yuxin Zhang, Clément Huneau, Jérôme Idier +1
Ultrasound imaging, despite its widespread use in medicine, often suffers from various sources of noise and artifacts that impact the signal-to-noise ratio and overall image qualit…
cs.CV2023
Diffusion Reconstruction of Ultrasound Images with Informative Uncertainty
Yuxin Zhang, Clément Huneau, Jérôme Idier +1
Despite its wide use in medicine, ultrasound imaging faces several challenges related to its poor signal-to-noise ratio and several sources of noise and artefacts. Enhancing ultras…
cs.CV2023★ 3 cited
Ultrasound Image Reconstruction with Denoising Diffusion Restoration Models
Yuxin Zhang, Clément Huneau, Jérôme Idier +1
Ultrasound image reconstruction can be approximately cast as a linear inverse problem that has traditionally been solved with penalized optimization using the or norm,…