Published on in Vol 2 (2023)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/46769, first published .
Self-Supervised Electroencephalogram Representation Learning for Automatic Sleep Staging: Model Development and Evaluation Study

Self-Supervised Electroencephalogram Representation Learning for Automatic Sleep Staging: Model Development and Evaluation Study

Self-Supervised Electroencephalogram Representation Learning for Automatic Sleep Staging: Model Development and Evaluation Study

Authors of this article:

Chaoqi Yang1 Author Orcid Image ;   Cao Xiao2 Author Orcid Image ;   M Brandon Westover3 Author Orcid Image ;   Jimeng Sun1 Author Orcid Image

Chaoqi Yang   1 , MSc ;   Cao Xiao   2 , PhD ;   M Brandon Westover   3 , MD, PhD ;   Jimeng Sun   1 , PhD

1 Computer Science Department, Carle's Illinois College of Medicine, University of Illinois, Urbana Champaign, Urbana, IL, United States

2 Relativity Inc, Chicago, IL, United States

3 Harvard Medical School, Boston, MA, United States

Corresponding Author:

  • Jimeng Sun, PhD
  • Computer Science Department
  • Carle's Illinois College of Medicine
  • University of Illinois, Urbana Champaign
  • 201 N Goodwin Ave
  • Urbana, IL, 61801
  • United States
  • Phone: 1 9142698058
  • Email: jimeng.sun@gmail.com