End-to-End Unsupervised 4D Cardiac Motion Tracking With Spatiotemporal Optical Flow Networks

End-to-End Unsupervised 4D Cardiac Motion Tracking With Spatiotemporal Optical Flow Networks

Cardiac motion tracking from echocardiography can be used to estimate and quantify myocardial motion within a cardiac cycle. It is a cost-efficient and effective approach for assessing myocardial function. However, ultrasound imaging has the inherent characteristics of spatially low resolution and t...

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Bibliographic Details
Main Authors: Long Teng, Wei Feng, Menglong Zhu, Xinchao Li
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Echocardiography
motion
optical flow
neural networks
Online Access:https://ieeexplore.ieee.org/document/10662937/

Internet

https://ieeexplore.ieee.org/document/10662937/

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