M. Churpek

Comparison of variable selection methods for clinical predictive modeling

L. Nelson Sanchez-Pinto, Laura Ruth Venable, John Fahrenbach, 2018, Int. J. Medical Informatics.

Development and external validation of multimodal postoperative acute kidney injury risk machine learning models

A. Mayampurath, J. Koyner, George Karway, 2023, JAMIA open.

Automated stratification of trauma injury severity across multiple body regions using multi-modal, multi-class machine learning models

D. Dligach, J. Caskey, T. Miller, 2024, medRxiv.

Multicenter Development and Prospective Validation of eCARTv5: A Gradient Boosted Machine Learning Early Warning Score

C. Winslow, M. Churpek, Majid Afshar, 2024, medRxiv.