Ultrasound Despeckling With GANs and Cross Modality Transfer Learning

Ultrasound Despeckling With GANs and Cross Modality Transfer Learning

Ultrasound images are corrupted by a type of signal-dependent noise, called speckle, difficult to remove or attenuate with the classical denoising methods. On the contrary, structural Magnetic Resonance Imaging (MRI) is usually a high resolution low noise image modality that involves complex and exp...

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Bibliographic Details
Main Authors: Diogo Frois Vieira, Afonso Raposo, Antonio Azeitona, Manya V. Afonso, Luis Mendes Pedro, J. Sanches
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Ultrasound
denoising
deep learning
GANs
modality translation
Online Access:https://ieeexplore.ieee.org/document/10478899/

Internet

https://ieeexplore.ieee.org/document/10478899/

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