Matthew C. Lenert

Publication Activity (10 Years)

Years Active: 2017-2021
Publications (10 Years): 7

Top Topics

Ridge Regression

Hidden Knowledge

Selecting Features

Hospital Discharge

Top Venues

J. Am. Medical Informatics Assoc.

J. Biomed. Informatics

Publications

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, Colin G. Walsh
Ensemble learning to predict opioid-related overdose using statewide prescription drug monitoring program and hospital discharge data in the state of Tennessee. J. Am. Medical Informatics Assoc. 29 (1) (2021)
Matthew C. Lenert, Randolph A. Miller, Yevgeniy Vorobeychik, Colin G. Walsh
A method for analyzing inpatient care variability through physicians' orders. J. Biomed. Informatics 91 (2019)
Matthew C. Lenert, Michael E. Matheny, Colin G. Walsh
Explicit causal reasoning is preferred, but not necessary for pragmatic value. J. Am. Medical Informatics Assoc. 26 (12) (2019)
Matthew C. Lenert, Michael E. Matheny, Colin G. Walsh
Prognostic models will be victims of their own success, unless... J. Am. Medical Informatics Assoc. 26 (12) (2019)
Matthew C. Lenert, Colin G. Walsh, Randolph A. Miller
Discovering hidden knowledge through auditing clinical diagnostic knowledge bases. J. Biomed. Informatics 84 (2018)
Matthew C. Lenert, Colin G. Walsh
Balancing Performance and Interpretability: Selecting Features with Bootstrapped Ridge Regression. AMIA (2018)
Matthew C. Lenert, Dara Eckerle Mize, Colin G. Walsh
X Marks the Spot: Mapping Similarity Between Clinical Trial Cohorts and US Counties. AMIA (2017)