Myocardium Detection by Deep SSAE Feature and Within-Class Neighborhood Preserved Support Vector Classifier and Regressor

Automatic detection of left ventricle myocardium is essential to subsequent cardiac image registration and tissue segmentation. However, it is considered challenging mainly because of the complex and varying shape of the myocardium and surrounding tissues across slices and phases. In this study, a h...

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Detalhes bibliográficos

Principais autores:	Yanmin Niu, Lan Qin, Xuchu Wang
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2019-04-01
coleção:	Sensors
Assuntos:	myocardium detection cardiac magnetic resonance region proposal support vector classifier and regressor stacked sparse autoencoder (SSAE)
Acesso em linha:	https://www.mdpi.com/1424-8220/19/8/1766
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