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JMIR Public Health and Surveillance|September 2, 2021
Designing a Clinical Decision Support Tool That Leverages Machine Learning for Suicide Risk Prediction: Development Study in Partnership With Native American Care ProvidersEmily E Haroz, Fiona Grubin, Novalene Goklish, et al.Nephron|September 3, 2015
Choice of Reference Serum Creatinine in Defining Acute Kidney InjuryEdward D Siew, Michael E MathenyAMIA ... Annual Symposium Proceedings. AMIA Symposium|March 21, 2022
Unsupervised characterization of Major Depressive Disorder medication treatment pathwaysBarrett Jones, Colin G WalshJMIR AI|June 14, 2024
Practical Considerations and Applied Examples of Cross-Validation for Model Development and Evaluation in Health Care: TutorialDrew Wilimitis, Colin G WalshAMIA ... Annual Symposium Proceedings. AMIA Symposium|February 23, 2026
Prospective Validation of a Suicide Event Risk Model in Transgender PatientsRobert A Becker, Colin G WalshJournal of Biomedical Informatics|October 29, 2017
Beyond discrimination: A comparison of calibration methods and clinical usefulness of predictive models of readmission riskColin G Walsh, Kavya Sharman, George HripcsakYearbook of Medical Informatics|April 8, 2025
Searching for Value Sensitive Design in Applied Health AI: A Narrative ReviewYufei Long, Laurie Novak, Colin G WalshAMIA ... Annual Symposium Proceedings. AMIA Symposium|January 15, 2024
Characterization of Adult Patients with Autism Spectrum Disorder that Use Patient PortalHannah Slater, Zhijun Yin, Colin G WalshAMIA ... Annual Symposium Proceedings. AMIA Symposium|June 17, 2006
Exploration of a Bayesian updating tool to provide real-time safety monitoring for new medical devicesMichael E Matheny, Lucila Ohno-Machado, Frederic S ResnicJournal of the American Medical Informatics Association : JAMIA|February 29, 2024
Sustainable deployment of clinical prediction tools-a 360° approach to model maintenanceSharon E Davis, Peter J Embí, Michael E MathenyPageof 30