Comparison of automated deep neural network against manual sleep stage scoring in clinical data.

Abstract

Authors

• Hanrong Cheng
  Department of Sleep Medicine, Institute of Respiratory Diseases, Shenzhen People's Hospital, The Second Clinical Medical College of Jinan University, The First Affiliated Hospital of Southern University of Science and Technology, Shenzhen, 518020, China. Electronic address: cheng.hanrong@szhospital.com.
• Yifei Yang
  Safety Evaluation Center for Chinese Materia Medica, Institute of Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing 100700, China.
• Jingshu Shi
  Tsinghua Shenzhen International Graduate School, Tsinghua University, Shenzhen, 518055, China.
• Zhangbo Li
  Shenzhen Gianta Information Technology Co., LTD, Shenzhen, 518048, China.
• Yang Feng
  Computational Health Research Branch, National Library of Medicine, National Institutes of Health, Bethesda, MD, USA.
• Xingjun Wang
  Department of Electronic Engineering, Tsinghua Shenzhen International Graduate School, Tsinghua University, Shenzhen, China. wangxingjun@tsinghua.edu.cn.

Keywords

External Resources