| 2022 | AMIA | Prospective Validation of a Suicide Attempt Risk Model in Transgender Patients. | Robert A. Becker, Allison B. McCoy, Colin G. Walsh |
| 2022 | AMIA | Modeling association between clinician interventions and outcomes in Major Depressive Disorder with observational electronic health record data. | Barrett Jones, Colin G. Walsh |
| 2021 | AMIA | Unsupervised characterization of Major Depressive Disorder medication treatment pathways. | Barrett Jones, Colin G. Walsh |
| 2021 | AMIA | Predictive Modeling of Healthcare Utilization Metrics Identifies Adult Patients at High Risk for Suicide Attempt in the Primary Care Setting. | Katherine Lee, Colin G. Walsh |
| 2021 | AMIA | Action-oriented Artificial Intelligence for Suicide Risk Prediction: Prospective EHR-based Validation in a Large Clinical System. | Michael Ripperger, Drew Wilimitis, William W. Stead, Kevin B. Johnson, Colin G. Walsh |
| 2021 | AMIA | Complementing Automated Risk Prediction with Face-to-face Screening Improves Suicide Risk Prediction. | Drew Wilimitis, Robert W. Turer, Michael Ripperger, Allison B. McCoy, Sarah H. Sperry, Colin G. Walsh |
| 2020 | AMIA | A Surveillance Framework for Monitoring and Updating Clinical Prediction Models. | Sharon E. Davis, Robert A. Greevy Jr., Thomas A. Lasko, Colin G. Walsh, Michael E. Matheny |
| 2020 | AMIA | Translational Research of Machine Learning and Artificial Intelligence Advances in Clinical Settings - Experiences and Challenges. | William R. Hersh, Gretchen P. Jackson, Marc S. Williams, Colin G. Walsh, David A. Dorr |
| 2019 | AMIA | Comparison of Prediction Model Performance Updating Protocols: Using a Data-Driven Testing Procedure to Guide Updating. | Sharon E. Davis, Robert A. Greevy Jr., Thomas A. Lasko, Colin G. Walsh, Michael E. Matheny |
| 2019 | AMIA | Testing the Feasibility of an Academic-State Partnership to Combat the Opioid Epidemic in Tennessee Through Predictive Analytics. | Christopher A. Puchi, Ben Tyndall, Melissa McPheeters, Colin G. Walsh |
| 2018 | AMIA | Balancing Performance and Interpretability: Selecting Features with Bootstrapped Ridge Regression. | Matthew C. Lenert, Colin G. Walsh |
| 2018 | AMIA | The Intersection of Data Science, People, and Organizations in Health Care: An Interactive Discussion of Challenges and Solutions. | Laurie L. Novak, Rupa S. Valdez, Colin G. Walsh, Hojjat Salmasian, Eleanor Wynn |
| 2017 | AMIA | Critical Appraisal of Models for Prediction of Readmission (CAMPR): A Quality Tool to Assess Models that Predict Hospital Readmissions. | Lisa V. Grossman, Rollin R. Reeder, Colin G. Walsh, Devan Kansagara, David K. Vawdrey, Hojjat Salmasian |
| 2017 | AMIA | X Marks the Spot: Mapping Similarity Between Clinical Trial Cohorts and US Counties. | Matthew C. Lenert, Dara Eckerle Mize, Colin G. Walsh |
| 2016 | AMIA | An Analysis of Readmission Events Over Time in Patients with Type 2 Diabetes. | Dara Eckerle Mize, Mia A. Levy, Shubhada Jagasia, Colin G. Walsh |
| 2016 | AMIA | Choosing Wisely Using ICD10: The impact of the ICD10 Transition on Prevalence and Cost Estimates of Low Value Healthcare Services. | Colin G. Walsh, S. Trent Rosenbloom |
| 2015 | ICDM | Outcomes Prediction via Time Intervals Related Patterns. | Robert Moskovitch, Colin G. Walsh, Fei Wang, George Hripcsak, Nicholas P. Tatonetti |
| 2014 | AMIA | An Integrated Billing Application to Streamline Clinician Workflow. | David K. Vawdrey, Colin G. Walsh, Peter D. Stetson |
| 2014 | AMIA | Enabling claims-based decision support through non-interruptive capture of admission diagnoses and provider billing codes. | Colin G. Walsh, David K. Vawdrey, Peter D. Stetson, Matthew R. Fred, George Hripcsak |
| 2013 | AMIA | Physician Know Thyself: EHRs and the Quantified Clinician. | Daniel M. Stein, Eugenia Siegler, David K. Vawdrey, Marc Sturm, Niloo Sobhani, Soumitra Sengupta, Colin G. Walsh, Gilad J. Kuperman |
| 2012 | AMIA | EHR on the Move: Resident Physician Perceptions of iPads and the Clinical Workflow. | Colin G. Walsh, Peter D. Stetson |