Feature-based clustering of the left ventricular strain curve for cardiovascular risk stratification in the general population

Feature-based clustering of the left ventricular strain curve for cardiovascular risk stratification in the general population

ObjectiveIdentifying individuals with subclinical cardiovascular (CV) disease could improve monitoring and risk stratification. While peak left ventricular (LV) systolic strain has emerged as a strong prognostic factor, few studies have analyzed the whole temporal profiles of the deformation curves...

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Bibliographic Details
Main Authors: Evangelos Ntalianis, Nicholas Cauwenberghs, František Sabovčik, Everton Santana, Francois Haddad, Piet Claus, Tatiana Kuznetsova
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-11-01
Series:Frontiers in Cardiovascular Medicine
Subjects:
left ventricular strain curves
time series analysis
machine learning
risk stratification
general population
Online Access:https://www.frontiersin.org/articles/10.3389/fcvm.2023.1263301/full

Internet

https://www.frontiersin.org/articles/10.3389/fcvm.2023.1263301/full

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