X Marks the Spot: Mapping Similarity Between Clinical Trial Cohorts and US Counties. - Matthew C. Lenert; Dara Eckerle Mize; Colin G. Walsh (AMIA, 2017)

Balancing Performance and Interpretability: Selecting Features with Bootstrapped Ridge Regression. - Matthew C. Lenert; Colin G. Walsh (AMIA, 2018)

Discovering hidden knowledge through auditing clinical diagnostic knowledge bases. - Matthew C. Lenert; Colin G. Walsh; Randolph A. Miller (J. Biomed. Informatics, 2018)

Prognostic models will be victims of their own success, unless... - Matthew C. Lenert; Michael E. Matheny; Colin G. Walsh (J. Am. Medical Informatics Assoc., 2019)

Explicit causal reasoning is preferred, but not necessary for pragmatic value. - Matthew C. Lenert; Michael E. Matheny; Colin G. Walsh (J. Am. Medical Informatics Assoc., 2019)

A method for analyzing inpatient care variability through physicians' orders. - Matthew C. Lenert; Randolph A. Miller; Yevgeniy Vorobeychik; Colin G. Walsh (J. Biomed. Informatics, 2019)

Ensemble learning to predict opioid-related overdose using statewide prescription drug monitoring program and hospital discharge data in the state of Tennessee. - Michael Ripperger; Sarah C. Lotspeich; Drew Wilimitis; Carrie E. Fry; Allison Roberts; Matthew C. Lenert; Charlotte Cherry; Sanura Latham; Katelyn Robinson; Qingxia Chen; Melissa McPheeters; Ben Tyndall; et al. (J. Am. Medical Informatics Assoc., 2021)