Echocardiographic Left Ventricular Mass Assessment: Correlation between 2D-Derived Linear Dimensions and 3-Dimensional Automated, Machine Learning-Based Methods in Unselected Patients

Echocardiographic Left Ventricular Mass Assessment: Correlation between 2D-Derived Linear Dimensions and 3-Dimensional Automated, Machine Learning-Based Methods in Unselected Patients

A recently developed algorithm for 3D analysis based on machine learning (ML) principles detects left ventricular (LV) mass without any human interaction. We retrospectively studied the correlation between 2D-derived linear dimensions using the ASE/EACVI-recommended formula and 3D automated, ML-base...

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Bibliographic Details
Main Authors: Andrea Barbieri, Francesca Bursi, Giovanni Camaioni, Anna Maisano, Jacopo Francesco Imberti, Alessandro Albini, Gerardo De Mitri, Francesca Mantovani, Giuseppe Boriani
Format: Article
Language:English
Published: MDPI AG 2021-03-01
Series:Journal of Clinical Medicine
Subjects:
2D echocardiography
3D echocardiography
left ventricular mass
machine learning
Online Access:https://www.mdpi.com/2077-0383/10/6/1279

Internet

https://www.mdpi.com/2077-0383/10/6/1279

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