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Left Ventricle Contouring in Cardiac Images Based on Deep Reinforcement Learning

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posted on 27.07.2021, 05:59 by Sixing YinSixing Yin, Yameng Han, Judong Pan, YIning Wang, Shufang Li, F. Richard Yu
 In this paper, we propose a novel reinforcement-learning-based framework for left ventricle contouring, which mimics how a cardiologist outlines the left ventricle in a cardiac image. Since such a contour drawing process is simply moving a paintbrush along a specific trajectory, it is thus analogized to a path finding problem.

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Email Address of Submitting Author

yinsixing@bupt.edu.cn

ORCID of Submitting Author

0000-0002-3427-5040

Submitting Author's Institution

Beijing University of Posts and Telecommunications

Submitting Author's Country

China

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