Cardiac Magnetic Resonance Left Ventricle Segmentation and Function Evaluation Using a Trained Deep-Learning Model

Cardiac Magnetic Resonance Left Ventricle Segmentation and Function Evaluation Using a Trained Deep-Learning Model

Cardiac MRI is the gold standard for evaluating left ventricular myocardial mass (LVMM), end-systolic volume (LVESV), end-diastolic volume (LVEDV), stroke volume (LVSV), and ejection fraction (LVEF). Deep convolutional neural networks (CNNs) can provide automatic segmentation of LV myocardium (LVF)...

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Bibliographic Details
Main Authors: Fumin Guo, Matthew Ng, Idan Roifman, Graham Wright
Format: Article
Language:English
Published: MDPI AG 2022-03-01
Series:Applied Sciences
Subjects:
cardiac MRI
machine learning
left ventricle segmentation
cardiac function
Online Access:https://www.mdpi.com/2076-3417/12/5/2627

Internet

https://www.mdpi.com/2076-3417/12/5/2627

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