Published on in Vol 8, No 8 (2020): August

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/18370, first published .
Wearable Device Heart Rate and Activity Data in an Unsupervised Approach to Personalized Sleep Monitoring: Algorithm Validation

Wearable Device Heart Rate and Activity Data in an Unsupervised Approach to Personalized Sleep Monitoring: Algorithm Validation

Wearable Device Heart Rate and Activity Data in an Unsupervised Approach to Personalized Sleep Monitoring: Algorithm Validation

Jiaxing Liu   1 , MSc ;   Yang Zhao   1, 2 , PhD ;   Boya Lai   1 , MSc, PhD ;   Hailiang Wang   1, 2 , MPhil, MSc, PhD ;   Kwok Leung Tsui   1, 2 , MPhil, PhD

1 School of Data Science, City University of Hong Kong, Kowloon, China (Hong Kong)

2 Centre for Systems Informatics Engineering, City University of Hong Kong, Kowloon, China (Hong Kong)

Corresponding Author:

  • Yang Zhao, PhD
  • Centre for Systems Informatics Engineering
  • City University of Hong Kong
  • Tat Chee Avenue
  • Kowloon, 999077
  • China (Hong Kong)
  • Phone: 852 34425792
  • Email: yang.zhao@my.cityu.edu.hk