Evaluation of Machine Learning Models for Clinical Prediction Problems*

¹ Departments of Pediatrics (Critical Care) and Preventive Medicine (Health & Biomedical Informatics), Northwestern University Feinberg School of Medicine and Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, IL

² Department of Pediatrics, Sections of Informatics and Data Science and Critical Care, University of Colorado School of Medicine and Children’s Hospital Colorado, Aurora, CO

*See also p. 344.

Supported, in part, by grant R01HD105939 from the Eunice Kennedy Shriver National Institute for Child Health and Human Development (to Drs. Sanchez-Pinto and Bennett).

Drs. Sanchez-Pinto and Bennett helped in conception, design, and drafting the article.

Dr. Bennett’s institution received funding from the National Institute of Child Health and Human Development, the National Center for Advancing Translational Sciences, and the National Heart, Lung, and Blood Institute; he received support for article research from the National Institutes of Health. Dr. Sanchez-Pinto has disclosed that he does not have any potential conflicts of interest.