Deep Reinforcement Learning for Guidewire Navigation in Coronary Artery Phantom

Deep Reinforcement Learning for Guidewire Navigation in Coronary Artery Phantom

In percutaneous intervention for treatment of coronary plaques, guidewire navigation is a primary procedure for stent delivery. Steering a flexible guidewire within coronary arteries requires considerable training, and the non-linearity between the control operation and the movement of the guidewire...

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Bibliographic Details
Main Authors: Jihoon Kweon, Kyunghwan Kim, Chaehyuk Lee, Hwi Kwon, Jinwoo Park, Kyoseok Song, Young In Kim, Jeeone Park, Inwook Back, Jae-Hyung Roh, Youngjin Moon, Jaesoon Choi, Young-Hak Kim
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Coronary intervention
guidewire navigation
reinforcement learning
Online Access:https://ieeexplore.ieee.org/document/9648308/

Internet

https://ieeexplore.ieee.org/document/9648308/

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