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Download fileLeft Ventricle Contouring in Cardiac Images Based on Deep Reinforcement Learning
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posted on 2021-07-27, 05:59 authored by Sixing YinSixing Yin, Yameng Han, Judong Pan, YIning Wang, Shufang Li, F. Richard YuIn 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.cnORCID of Submitting Author
0000-0002-3427-5040Submitting Author's Institution
Beijing University of Posts and TelecommunicationsSubmitting Author's Country
- China