Automated Recognition of Ultrasound Cardiac Views Based on Deep Learning with Graph Constraint

Automated Recognition of Ultrasound Cardiac Views Based on Deep Learning with Graph Constraint

In transthoracic echocardiographic (TTE) examination, it is essential to identify the cardiac views accurately. Computer-aided recognition is expected to improve the accuracy of cardiac views of the TTE examination, particularly when obtained by non-trained providers. A new method for automatic reco...

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Bibliographic Details
Main Authors: Yanhua Gao, Yuan Zhu, Bo Liu, Yue Hu, Gang Yu, Youmin Guo
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:Diagnostics
Subjects:
deep learning
cardiac views
graph embedding
transthoracic echocardiogram
Online Access:https://www.mdpi.com/2075-4418/11/7/1177

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