Published on in Vol 9, No 5 (2021): May

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/22591, first published .
Acute Exacerbation of a Chronic Obstructive Pulmonary Disease Prediction System Using Wearable Device Data, Machine Learning, and Deep Learning: Development and Cohort Study

Acute Exacerbation of a Chronic Obstructive Pulmonary Disease Prediction System Using Wearable Device Data, Machine Learning, and Deep Learning: Development and Cohort Study

Acute Exacerbation of a Chronic Obstructive Pulmonary Disease Prediction System Using Wearable Device Data, Machine Learning, and Deep Learning: Development and Cohort Study

Chia-Tung Wu   1 * , MSc ;   Guo-Hung Li   2 * , MSc ;   Chun-Ta Huang   3 , MD, PhD ;   Yu-Chieh Cheng   2 , BSc ;   Chi-Hsien Chen   4 , MD, PhD ;   Jung-Yien Chien   3 , MD, PhD ;   Ping-Hung Kuo   3 , MD ;   Lu-Cheng Kuo   3 , MD ;   Feipei Lai   1 , PhD

1 Department of Computer Science and Information Engineering, National Taiwan University, Taipei, Taiwan

2 Graduate Institute of Biomedical Electronics and Bioinformatics, National Taiwan University, Taipei, Taiwan

3 Department of Internal Medicine, National Taiwan University Hospital, College of Medicine, National Taiwan University, Taipei, Taiwan

4 Department of Environmental and Occupational Medicine, National Taiwan University Hospital, College of Medicine, National Taiwan University, Taipei, Taiwan

*these authors contributed equally

Corresponding Author:

  • Jung-Yien Chien, MD, PhD
  • Department of Internal Medicine
  • National Taiwan University Hospital, College of Medicine, National Taiwan University
  • No 7 Chung-Shan S Road
  • Taipei, 100
  • Taiwan
  • Phone: 886 972651516
  • Email: jychien@ntu.edu.tw