Deep Regression Segmentation for Cardiac Bi-Ventricle MR Images

Deep Regression Segmentation for Cardiac Bi-Ventricle MR Images

Cardiac bi-ventricle segmentation can help physicians to obtain clinical indices, such as mass and volume of left ventricle (LV) and right ventricle (RV). In this paper, we propose a regression segmentation framework to delineate boundaries of bi-ventricle from cardiac magnetic resonance (MR) images...

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Bibliographic Details
Main Authors: Xiuquan Du, Weiwei Zhang, Heye Zhang, Jun Chen, Yanping Zhang, James Claude Warrington, Gary Brahm, Shuo Li
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Bi-ventricle segmentation
regression
DAISY
deep belief network
Online Access:https://ieeexplore.ieee.org/document/8245780/

Internet

https://ieeexplore.ieee.org/document/8245780/

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