Left Ventricle Contouring in Cardiac Images Based on Deep Reinforcement Learning [post]

Sixing Yin, Yameng Han, Judong Pan, YIning Wang, Shufang Li, F. Richard Yu
2021 unpublished
<pre> 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.</pre>
doi:10.36227/techrxiv.15052428 fatcat:ch6xvo7kpzd5vov2fs7w3zw72q