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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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Detalhes bibliográficos
Publicado no:Sci Rep
Main Authors: Ho, Namgyu, Kim, Yoon-Chul
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2021
Assuntos:
Acesso em linha: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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