Left Ventricle Contouring in Cardiac Images Based on Deep Reinforcement Learning
preprintposted on 2021-07-27, 05:59 authored 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.
Email Address of Submitting Authoryinsixing@bupt.edu.cn
ORCID of Submitting Author0000-0002-3427-5040
Submitting Author's InstitutionBeijing University of Posts and Telecommunications
Submitting Author's Country