Edge-Sensitive Left Ventricle Segmentation Using Deep Reinforcement Learning

Edge-Sensitive Left Ventricle Segmentation Using Deep Reinforcement Learning

Deep reinforcement learning (DRL) has been utilized in numerous computer vision tasks, such as object detection, autonomous driving, etc. However, relatively few DRL methods have been proposed in the area of image segmentation, particularly in left ventricle segmentation. Reinforcement learning-base...

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Bibliographic Details
Main Authors: Jingjing Xiong, Lai-Man Po, Kwok Wai Cheung, Pengfei Xian, Yuzhi Zhao, Yasar Abbas Ur Rehman, Yujia Zhang
Format: Article
Language:English
Published: MDPI AG 2021-03-01
Series:Sensors
Subjects:
left ventricle segmentation
image segmentation
deep reinforcement learning
double deep Q-network
Markov decision process
Online Access:https://www.mdpi.com/1424-8220/21/7/2375

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https://www.mdpi.com/1424-8220/21/7/2375

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