Integrating Learning-Based Priors With Physics-Based Models in Ultrasound Elasticity Reconstruction

Ultrasound elastography images, which enable quantitative visualization of tissue stiffness, can be reconstructed by solving an inverse problem. Classical model-based methods are usually formulated in terms of constrained optimization problems. To stabilize the elasticity reconstructions, regulariza...

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Publié dans:IEEE transactions on ultrasonics, ferroelectrics, and frequency control. - 1986. - 71(2024), 11 vom: 01. Nov., Seite 1406-1419
Auteur principal: Mohammadi, Narges (Auteur)
Autres auteurs: Goswami, Soumya, Kabir, Irteza Enan, Khan, Siladitya, Feng, Fan, McAleavey, Steve, Doyley, Marvin M, Cetin, Mujdat
Format: Article en ligne
Langue:English
Publié: 2024
Accès à la collection:IEEE transactions on ultrasonics, ferroelectrics, and frequency control
Sujets:Journal Article