Published on in Vol 10, No 1 (2022): January

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/28934, first published .
Evaluation of the Need for Intensive Care in Children With Pneumonia: Machine Learning Approach

Evaluation of the Need for Intensive Care in Children With Pneumonia: Machine Learning Approach

Evaluation of the Need for Intensive Care in Children With Pneumonia: Machine Learning Approach

Yun-Chung Liu   1, 2 * , MSc ;   Hao-Yuan Cheng   1, 3 * , MD, MSc ;   Tu-Hsuan Chang   4 , MD ;   Te-Wei Ho   5 , PhD ;   Ting-Chi Liu   6, 7 , MSc ;   Ting-Yu Yen   1 , MD ;   Chia-Ching Chou   6 * , PhD ;   Luan-Yin Chang   1 * , MD, PhD ;   Feipei Lai   2, 8, 9 , PhD

1 Department of Pediatrics, National Taiwan University Hospital, College of Medicine, National Taiwan University, Taipei City, Taiwan

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

3 Taiwan Centers for Disease Control, Taipei City, Taiwan

4 Department of Pediatrics, Chi Mei Medical Center, Tainan City, Taiwan

5 Department of Surgery, College of Medicine, National Taiwan University, Taipei City, Taiwan

6 Institute of Applied Mechanics, National Taiwan University, Taipei City, Taiwan

7 Department of Civil Engineering, National Taiwan University, Taipei City, Taiwan

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

9 Department of Electrical Engineering, National Taiwan University, Taipei City, Taiwan

*these authors contributed equally

Corresponding Author:

  • Chia-Ching Chou, PhD
  • Institute of Applied Mechanics
  • National Taiwan University
  • No.1, Sec. 4, Roosevelt Rd., Da’an Dist.
  • Taipei City, 10617
  • Taiwan
  • Phone: 886 233665639
  • Email: ccchou@iam.ntu.edu.tw