Beyond Traditional Statistical Methods: Considerations for Developing and Evaluating Machine Learning-Based Clinical Prediction Models

Authors

Adam Ciarleglio, Department of Biostatistics and Bioinformatics (AC), George Washington University Milken Institute School of Public Health, Washington, DC. Electronic address: aciarleglio@gwu.edu.
Howard Aizenstein, Department of Psychiatry (HA), University of Pittsburgh School of Medicine, Pittsburgh, PA.

Document Type

Editorial

Publication Date

10-10-2024

Journal

The American journal of geriatric psychiatry : official journal of the American Association for Geriatric Psychiatry

DOI

10.1016/j.jagp.2024.10.002

APA Citation

Ciarleglio, Adam and Aizenstein, Howard, "Beyond Traditional Statistical Methods: Considerations for Developing and Evaluating Machine Learning-Based Clinical Prediction Models" (2024). GW Authored Works. Paper 5849.
https://hsrc.himmelfarb.gwu.edu/gwhpubs/5849

Department

Biostatistics and Bioinformatics