| Prognostic models will be victims of their own success, unless… MC Lenert, ME Matheny, CG Walsh Journal of the American Medical Informatics Association 26 (12), 1645-1650, 2019 | 76 | 2019 |
| Outpatient Engagement and Predicted Risk of Suicide Attempts in Fibromyalgia LC McKernan, MC Lenert, LJ Crofford, CG Walsh Arthritis care & research 71 (9), 1255-1263, 2019 | 27 | 2019 |
| Ensemble learning to predict opioid-related overdose using statewide prescription drug monitoring program and hospital discharge data in the state of Tennessee M Ripperger, SC Lotspeich, D Wilimitis, CE Fry, A Roberts, M Lenert, ... Journal of the American Medical Informatics Association 29 (1), 22-32, 2022 | 12 | 2022 |
| Designing a Clinical Decision Support Tool That Leverages Machine Learning for Suicide Risk Prediction: Development Study in Partnership With Native American Care Providers EE Haroz, F Grubin, N Goklish, S Pioche, M Cwik, A Barlow, E Waugh, ... JMIR Public Health and Surveillance 7 (9), e24377, 2021 | 10 | 2021 |
| Discovering hidden knowledge through auditing clinical diagnostic knowledge bases MC Lenert, CG Walsh, RA Miller Journal of Biomedical Informatics 84, 75-81, 2018 | 6 | 2018 |
| A method for analyzing inpatient care variability through physicians’ orders MC Lenert, RA Miller, Y Vorobeychik, CG Walsh Journal of biomedical informatics 91, 103111, 2019 | 5 | 2019 |
| X Marks the Spot: Mapping Similarity Between Clinical Trial Cohorts and US Counties MC Lenert, DE Mize, CG Walsh AMIA Annual Symposium Proceedings 2017, 1110, 2017 | 5 | 2017 |
| Balancing Performance and Interpretability: Selecting Features with Bootstrapped Ridge Regression MC Lenert, CG Walsh AMIA Annual Symposium Proceedings 2018, 1377, 2018 | 4 | 2018 |
| Explicit causal reasoning is preferred, but not necessary for pragmatic value MC Lenert, ME Matheny, CG Walsh Journal of the American Medical Informatics Association 26 (12), 1677-1678, 2019 | 1 | 2019 |
| The Deep Aion Project: Exploring How Different Temporal Representations Can Benefit Deep Longitudinal Models M Lenert Vanderbilt University, 2021 | | 2021 |
| Vantage: Exploring Variability in Inpatient Care Through Physicians’ Orders MC Lenert Vanderbilt University, 2018 | | 2018 |
