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, regularizati...

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Veröffentlicht in:IEEE transactions on ultrasonics, ferroelectrics, and frequency control. - 1986. - PP(2024) vom: 24. Juni
1. Verfasser: Mohammadi, Narges (VerfasserIn)
Weitere Verfasser: Goswami, Soumya, Kabir, Irteza Enan, Khan, Siladitya, Feng, Fan, McAleavey, Steve, Doyley, Marvin M, Cetin, Mujdat
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2024
Zugriff auf das übergeordnete Werk:IEEE transactions on ultrasonics, ferroelectrics, and frequency control
Schlagworte:Journal Article