Published on in Vol 8, No 11 (2020): November

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/16503, first published .
Comparison of Multivariable Logistic Regression and Other Machine Learning Algorithms for Prognostic Prediction Studies in Pregnancy Care: Systematic Review and Meta-Analysis

Comparison of Multivariable Logistic Regression and Other Machine Learning Algorithms for Prognostic Prediction Studies in Pregnancy Care: Systematic Review and Meta-Analysis

Comparison of Multivariable Logistic Regression and Other Machine Learning Algorithms for Prognostic Prediction Studies in Pregnancy Care: Systematic Review and Meta-Analysis

Herdiantri Sufriyana   1, 2 , MSc, MD ;   Atina Husnayain   1, 3 , MPH ;   Ya-Lin Chen   1, 4 , PharmD ;   Chao-Yang Kuo   1 , MSc ;   Onkar Singh   5, 6 , MSc ;   Tso-Yang Yeh   7 ;   Yu-Wei Wu   1, 8 , PhD ;   Emily Chia-Yu Su   1, 8 , PhD

1 Graduate Institute of Biomedical Informatics, College of Medical Science and Technology, Taipei Medical University, Taipei, Taiwan

2 Department of Medical Physiology, College of Medicine, University of Nahdlatul Ulama Surabaya, Surabaya, Indonesia

3 Department of Biostatistics, Epidemiology, and Population Health, Faculty of Medicine, Public Health and Nursing, Universitas Gadjah Mada, Yogyakarta, Indonesia

4 School of Pharmacy, College of Pharmacy, Taipei Medical University, Taipei, Taiwan

5 Institute of Biomedical Informatics, National Yang-Ming University, Taipei, Taiwan

6 Bioinformatics Program, Taiwan International Graduate Program, Institute of Information Science, Academia Sinica, Taipei, Taiwan

7 School of Dentistry, College of Oral Medicine, Taipei Medical University, Taipei, Taiwan

8 Clinical Big Data Research Center, Taipei Medical University Hospital, Taipei, Taiwan

Corresponding Author:

  • Emily Chia-Yu Su, PhD
  • Graduate Institute of Biomedical Informatics
  • College of Medical Science and Technology
  • Taipei Medical University
  • 250 Wu-Xing Street
  • Taipei, 11031
  • Taiwan
  • Phone: 886 2-663-82736 ext 1515
  • Email: emilysu@tmu.edu.tw