Left Ventricle Contouring in Cardiac Images in the Internet of Medical Things via Deep Reinforcement Learning

Author:

Yin Sixing1ORCID,Wang Kaiyue1,Han Yameng2,Pan Jundong3,Wang Yining4,Li Shufang1ORCID,Yu F. Richard5ORCID

Affiliation:

1. Beijing Key Laboratory of Network System Architecture and Convergence, Beijing University of Posts and Telecommunications, Beijing, China

2. Department of Video Algorithms, Hangzhou Hikvision Digital Technology Company Ltd, Hangzhou, China

3. Department of Radiology and Biomedical Imaging, University of California at San Francisco, San Francisco, CA, USA

4. State Key Laboratory of Complex Severe and Rare Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China

5. Shenzhen Key Laboratory of Digital and Intelligent Technologies and Systems, Shenzhen University, Shenzhen, China

Funder

Beijing Natural Science Founddation

National Natural Science Foundation of China

Shenzhen Science and Technology Program

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Computer Networks and Communications,Computer Science Applications,Hardware and Architecture,Information Systems,Signal Processing

Reference32 articles.

1. Striving for simplicity: The all convolutional net;springenberg;arXiv 1412 6806,2014

2. Two-dimensional Otsu’s curve thresholding segmentation method for gray-level images;fan;Acta Electronica Sinica,2007

3. Boundary loss for highly unbalanced segmentation;kervadec;Proc Int Conf Med Imag Deep Learn,2019

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3