Fusing Echocardiography Images and Medical Records for Continuous Patient Stratification

Deep learning enables automatic and robust extraction of cardiac function descriptors from echocardiographic sequences, such as ejection fraction (EF) or strain. These descriptors provide fine-grained information that physicians consider, in conjunction with more global variables from the clinical r...

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Publié dans:IEEE transactions on ultrasonics, ferroelectrics, and frequency control. - 1986. - 72(2025), 10 vom: 20. Sept., Seite 1388-1400
Auteur principal: Painchaud, Nathan (Auteur)
Autres auteurs: Stym-Popper, Jeremie, Courand, Pierre-Yves, Thome, Nicolas, Jodoin, Pierre-Marc, Duchateau, Nicolas, Bernard, Olivier
Format: Article en ligne
Langue:English
Publié: 2025
Accès à la collection:IEEE transactions on ultrasonics, ferroelectrics, and frequency control
Sujets:Journal Article