Myocardial strain analysis of echocardiography based on deep learning

Myocardial strain analysis of echocardiography based on deep learning

BackgroundStrain analysis provides more thorough spatiotemporal signatures for myocardial contraction, which is helpful for early detection of cardiac insufficiency. The use of deep learning (DL) to automatically measure myocardial strain from echocardiogram videos has garnered recent attention. How...

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Bibliographic Details
Main Authors: Yinlong Deng, Peiwei Cai, Li Zhang, Xiongcheng Cao, Yequn Chen, Shiyan Jiang, Zhemin Zhuang, Bin Wang
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-12-01
Series:Frontiers in Cardiovascular Medicine
Subjects:
echocardiography
strain
deep learning
segmentation
motion estimation
Online Access:https://www.frontiersin.org/articles/10.3389/fcvm.2022.1067760/full

Internet

https://www.frontiersin.org/articles/10.3389/fcvm.2022.1067760/full

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