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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Detaylı Bibliyografya
Yayımlandı:Front Cardiovasc Med
Asıl Yazarlar: 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.
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: Frontiers Media S.A. 2020
Konular:
Cardiovascular Medicine
Online Erişim: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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