3 papers
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…
eess.IV2024
Ultrasound Imaging based on the Variance of a Diffusion Restoration Model
Yuxin Zhang, Clément Huneau, Jérôme Idier +1
Despite today's prevalence of ultrasound imaging in medicine, ultrasound signal-to-noise ratio is still affected by several sources of noise and artefacts. Moreover, enhancing ultr…
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…