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Journal of the American Medical Informatics Association : JAMIA|September 11, 2019
Prognostic models will be victims of their own success, unless…Matthew C Lenert, Michael E Matheny, Colin G WalshAMIA ... Annual Symposium Proceedings. AMIA Symposium|March 1, 2019
Balancing Performance and Interpretability: Selecting Features with Bootstrapped Ridge RegressionMatthew C Lenert, Colin G WalshAMIA ... Annual Symposium Proceedings. AMIA Symposium|June 2, 2018
X Marks the Spot: Mapping Similarity Between Clinical Trial Cohorts and US CountiesMatthew C Lenert, Dara E Mize, Colin G WalshJournal of Biomedical Informatics|June 26, 2018
Discovering hidden knowledge through auditing clinical diagnostic knowledge basesMatthew C Lenert, Colin G Walsh, Randolph A MillerFrontiers in Digital Health|September 19, 2022
Open questions and research gaps for monitoring and updating AI-enabled tools in clinical settingsSharon E Davis, Colin G Walsh, Michael E MathenyJournal of Biomedical Informatics|February 3, 2019
A method for analyzing inpatient care variability through physicians' ordersMatthew C Lenert, Randolph A Miller, Yevgeniy Vorobeychik, et al.Arthritis Care & Research|September 8, 2018
Outpatient Engagement and Predicted Risk of Suicide Attempts in FibromyalgiaLindsey C McKernan, Matthew C Lenert, Leslie J Crofford, et al.AMIA ... Annual Symposium Proceedings. AMIA Symposium|April 21, 2020
Comparison of Prediction Model Performance Updating Protocols: Using a Data-Driven Testing Procedure to Guide UpdatingSharon E Davis, Robert A Greevy, Thomas A Lasko, et al.Journal of Biomedical Informatics|November 6, 2020
Detection of calibration drift in clinical prediction models to inform model updatingSharon E Davis, Robert A Greevy, Thomas A Lasko, et al.Journal of the American Medical Informatics Association : JAMIA|August 10, 2019
A nonparametric updating method to correct clinical prediction model driftSharon E Davis, Robert A Greevy, Christopher Fonnesbeck, et al.Pageof 30