Published on in Vol 23, No 6 (2021): June

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/26391, first published .
A Typology of Existing Machine Learning–Based Predictive Analytic Tools Focused on Reducing Costs and Improving Quality in Health Care: Systematic Search and Content Analysis

A Typology of Existing Machine Learning–Based Predictive Analytic Tools Focused on Reducing Costs and Improving Quality in Health Care: Systematic Search and Content Analysis

A Typology of Existing Machine Learning–Based Predictive Analytic Tools Focused on Reducing Costs and Improving Quality in Health Care: Systematic Search and Content Analysis

Ariadne A Nichol   1 , BA ;   Jason N Batten   1 , MA, MD ;   Meghan C Halley   1 , MPH, PhD ;   Julia K Axelrod   1 , BA ;   Pamela L Sankar   2 , PhD ;   Mildred K Cho   1 , PhD

1 Stanford School of Medicine, Stanford Center for Biomedical Ethics, Stanford, CA, United States

2 Department of Medical Ethics and Health Policy, Perelman School of Medicine, Philadelphia, PA, United States

Corresponding Author:

  • Ariadne A Nichol, BA
  • Stanford School of Medicine
  • Stanford Center for Biomedical Ethics
  • 1215 Welch Road, Modular A
  • Stanford, CA, 94305
  • United States
  • Phone: 1 650 723 5760
  • Email: ariadnen@stanford.edu