Evaluation of transfer learning in deep convolutional neural network models for cardiac short axis slice classification

Abstract In computer-aided analysis of cardiac MRI data, segmentations of the left ventricle (LV) and myocardium are performed to quantify LV ejection fraction and LV mass, and they are performed after the identification of a short axis slice coverage, where automatic classification of the slice ran...

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Bibliographic Details
Main Authors: Namgyu Ho, Yoon-Chul Kim
Format: article
Language:EN
Published: Nature Portfolio 2021
Subjects:
R
Q
Online Access:https://doaj.org/article/5ce1f63f4a724d9c88e5394e8929c2b2
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