Published on in Vol 6, No 8 (2017): August

Automating Construction of Machine Learning Models With Clinical Big Data: Proposal Rationale and Methods

Automating Construction of Machine Learning Models With Clinical Big Data: Proposal Rationale and Methods

Automating Construction of Machine Learning Models With Clinical Big Data: Proposal Rationale and Methods

Gang Luo 1, PhD;  Bryan L Stone 2, MD, MS;  Michael D Johnson 2, MD;  Peter Tarczy-Hornoch 1, 3, 4, MD;  Adam B Wilcox 1, PhD;  Sean D Mooney 1, PhD;  Xiaoming Sheng 2, PhD;  Peter J Haug 5, 6, MD;  Flory L Nkoy 2, MD, MS, MPH

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

2 Department of Pediatrics, University of Utah , Salt Lake City, UT, US

3 Division of Neonatology, Department of Pediatrics, University of Washington, Seattle, WA, US

4 Department of Computer Science and Engineering, University of Washington , Seattle, WA, US

5 Department of Biomedical Informatics, University of Utah , Salt Lake City, UT, US

6 Homer Warner Research Center, Intermountain Healthcare , Murray, UT, US

Corresponding Author:

  • Gang Luo, PhD
  • Department of Biomedical Informatics and Medical Education
  • University of Washington
  • UW Medicine South Lake Union
  • 850 Republican Street, Building C, Box 358047
  • Seattle, WA
  • US
  • Phone: 1 206-221-4596
  • Email: gangluo@cs.wisc.edu