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

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 range of int...

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Bibliografiske detaljer
Udgivet i:Sci Rep
Main Authors: Ho, Namgyu, Kim, Yoon-Chul
Format: Artigo
Sprog:Inglês
Udgivet: Nature Publishing Group UK 2021
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7815707/
https://ncbi.nlm.nih.gov/pubmed/33469077
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-021-81525-9
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