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Journal Articles
- 2021
[j5]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): 22-32 (2021)- 2019
- [j4]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): 1645-1650 (2019) - [j3]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): 1677-1678 (2019) - [j2]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) - 2018
- [j1]Matthew C. Lenert, Colin G. Walsh, Randolph A. Miller:
Discovering hidden knowledge through auditing clinical diagnostic knowledge bases. J. Biomed. Informatics 84: 75-81 (2018)
Conference and Workshop Papers
- 2018
- [c2]Matthew C. Lenert, Colin G. Walsh:
Balancing Performance and Interpretability: Selecting Features with Bootstrapped Ridge Regression. AMIA 2018 - 2017
- [c1]Matthew C. Lenert, Dara Eckerle Mize, Colin G. Walsh:
X Marks the Spot: Mapping Similarity Between Clinical Trial Cohorts and US Counties. AMIA 2017
Coauthor Index
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