Published on in Vol 23, No 4 (2021): April

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/24153, first published .
Generalizability of an Automatic Explanation Method for Machine Learning Prediction Results on Asthma-Related Hospital Visits in Patients With Asthma: Quantitative Analysis

Generalizability of an Automatic Explanation Method for Machine Learning Prediction Results on Asthma-Related Hospital Visits in Patients With Asthma: Quantitative Analysis

Generalizability of an Automatic Explanation Method for Machine Learning Prediction Results on Asthma-Related Hospital Visits in Patients With Asthma: Quantitative Analysis

Gang Luo 1, DPhil;  Claudia L Nau 2, DPhil;  William W Crawford 3, MD;  Michael Schatz 2, 4, MD, MS;  Robert S Zeiger 2, 4, MD, DPhil;  Corinna Koebnick 2, DPhil

1 Department of Biomedical Informatics and Medical Education, University of Washington , Seattle, WA, US

2 Department of Research & Evaluation, Kaiser Permanente Southern California , Pasadena, CA, US

3 Department of Allergy and Immunology, Kaiser Permanente South Bay Medical Center , Harbor City, CA, US

4 Department of Allergy, Kaiser Permanente Southern California , San Diego, CA, US

Corresponding Author:

  • Gang Luo, DPhil
  • Department of Biomedical Informatics and Medical Education
  • University of Washington
  • UW Medicine South Lake Union, 850 Republican Street,
  • Box 358047, Building C
  • Seattle, WA
  • US
  • Phone: 1 2062214596
  • Email: gangluo@cs.wisc.edu