Neural-Network-Based Diagnosis Using 3-Dimensional Myocardial Architecture and Deformation: Demonstration for the Differentiation of Hypertrophic Cardiomyopathy

The diagnosis of cardiomyopathy states may benefit from machine-learning (ML) based approaches, particularly to distinguish those states with similar phenotypic characteristics. Three-dimensional myocardial deformation analysis (3D-MDA) has been validated to provide standardized descriptors of myoca...

Πλήρης περιγραφή

Αποθηκεύτηκε σε:
Λεπτομέρειες βιβλιογραφικής εγγραφής
Τόπος έκδοσης:Front Cardiovasc Med
Κύριοι συγγραφείς: Satriano, Alessandro, Afzal, Yarmaghan, Sarim Afzal, Muhammad, Fatehi Hassanabad, Ali, Wu, Cody, Dykstra, Steven, Flewitt, Jacqueline, Feuchter, Patricia, Sandonato, Rosa, Heydari, Bobak, Merchant, Naeem, Howarth, Andrew G., Lydell, Carmen P., Khan, Aneal, Fine, Nowell M., Greiner, Russell, White, James A.
Μορφή: Artigo
Γλώσσα:Inglês
Έκδοση: Frontiers Media S.A. 2020
Θέματα:
Cardiovascular Medicine
Διαθέσιμο Online:https://ncbi.nlm.nih.gov/pmc/articles/PMC7693650/
https://ncbi.nlm.nih.gov/pubmed/33304928
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fcvm.2020.584727
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