Homodyned K-Distribution Parameter Estimation in Quantitative Ultrasound : Autoencoder and Bayesian Neural Network Approaches

Quantitative ultrasound (QUS) analyzes the ultrasound (US) backscattered data to find the properties of scatterers that correlate with the tissue microstructure. Statistics of the envelope of the backscattered radio frequency (RF) data can be utilized to estimate several QUS parameters. Different di...

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Détails bibliographiques
Publié dans:IEEE transactions on ultrasonics, ferroelectrics, and frequency control. - 1986. - 71(2024), 3 vom: 22. März, Seite 354-365
Auteur principal: Tehrani, Ali K Z (Auteur)
Autres auteurs: Cloutier, Guy, Tang, An, Rosado-Mendez, Ivan M, Rivaz, Hassan
Format: Article en ligne
Langue:English
Publié: 2024
Accès à la collection:IEEE transactions on ultrasonics, ferroelectrics, and frequency control
Sujets:Journal Article