Automated Classification of Left Ventricular Hypertrophy on Cardiac MRI

Automated Classification of Left Ventricular Hypertrophy on Cardiac MRI

Left ventricular hypertrophy is an independent predictor of coronary artery disease, stroke, and heart failure. Our aim was to detect LVH cardiac magnetic resonance (CMR) scans with automatic methods. We developed an ensemble model based on a three-dimensional version of ResNet. The input of the net...

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Bibliographic Details
Main Authors: Adam Budai, Ferenc Imre Suhai, Kristof Csorba, Zsofia Dohy, Liliana Szabo, Bela Merkely, Hajnalka Vago
Format: Article
Language:English
Published: MDPI AG 2022-04-01
Series:Applied Sciences
Subjects:
classification
left ventricular hypertrophy
CMR
machine learning
Online Access:https://www.mdpi.com/2076-3417/12/9/4151

Internet

https://www.mdpi.com/2076-3417/12/9/4151

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