Published on in Vol 8, No 10 (2020): October

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/21798, first published .
AutoScore: A Machine Learning–Based Automatic Clinical Score Generator and Its Application to Mortality Prediction Using Electronic Health Records

AutoScore: A Machine Learning–Based Automatic Clinical Score Generator and Its Application to Mortality Prediction Using Electronic Health Records

AutoScore: A Machine Learning–Based Automatic Clinical Score Generator and Its Application to Mortality Prediction Using Electronic Health Records

Feng Xie   1 , BSc ;   Bibhas Chakraborty   1, 2, 3 , PhD ;   Marcus Eng Hock Ong   1, 4, 5 , MBBS, MPH ;   Benjamin Alan Goldstein   1, 3 , PhD ;   Nan Liu   1, 4, 6 , PhD

1 Programme in Health Services and Systems Research, Duke-NUS Medical School, Singapore, Singapore

2 Department of Statistics and Applied Probability, National University of Singapore, Singapore, Singapore

3 Department of Biostatistics & Bioinformatics, Duke University, Durham, NC, United States

4 Health Services Research Centre, Singapore Health Services, Singapore, Singapore

5 Department of Emergency Medicine, Singapore General Hospital, Singapore, Singapore

6 Institute of Data Science, National University of Singapore, Singapore, Singapore

Corresponding Author:

  • Nan Liu, PhD
  • Programme in Health Services and Systems Research
  • Duke-NUS Medical School
  • 8 College Road
  • Singapore, 169857
  • Singapore
  • Phone: 65 65767372
  • Email: liu.nan@duke-nus.edu.sg