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...

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Detalles Bibliográficos
Autores principales: 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.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Cardiovascular Medicine
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7693650/
https://www.ncbi.nlm.nih.gov/pubmed/33304928
http://dx.doi.org/10.3389/fcvm.2020.584727

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7693650/
https://www.ncbi.nlm.nih.gov/pubmed/33304928
http://dx.doi.org/10.3389/fcvm.2020.584727

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