EHR on the Move: Resident Physician Perceptions of iPads and the Clinical Workflow. - Colin G. Walsh; Peter D. Stetson (AMIA, 2012)

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 (AMIA, 2013)

An Integrated Billing Application to Streamline Clinician Workflow. - David K. Vawdrey; Colin G. Walsh; Peter D. Stetson (AMIA, 2014)

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 (AMIA, 2014)

The effects of data sources, cohort selection, and outcome definition on a predictive model of risk of thirty-day hospital readmissions. - Colin G. Walsh; George Hripcsak (J. Biomed. Informatics, 2014)

Outcomes Prediction via Time Intervals Related Patterns. - Robert Moskovitch; Colin G. Walsh; Fei Wang 001; George Hripcsak; Nicholas P. Tatonetti (ICDM, 2015)

An Analysis of Readmission Events Over Time in Patients with Type 2 Diabetes. - Dara Eckerle Mize; Mia A. Levy; Shubhada Jagasia; Colin G. Walsh (AMIA, 2016)

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 (AMIA, 2016)

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 (AMIA, 2017)

X Marks the Spot: Mapping Similarity Between Clinical Trial Cohorts and US Counties. - Matthew C. Lenert; Dara Eckerle Mize; Colin G. Walsh (AMIA, 2017)

Beyond discrimination: A comparison of calibration methods and clinical usefulness of predictive models of readmission risk. - Colin G. Walsh; Kavya Sharman; George Hripcsak (J. Biomed. Informatics, 2017)

Balancing Performance and Interpretability: Selecting Features with Bootstrapped Ridge Regression. - Matthew C. Lenert; Colin G. Walsh (AMIA, 2018)

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 (AMIA, 2018)

Discovering hidden knowledge through auditing clinical diagnostic knowledge bases. - Matthew C. Lenert; Colin G. Walsh; Randolph A. Miller (J. Biomed. Informatics, 2018)

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 (AMIA, 2019)

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 (AMIA, 2019)

A nonparametric updating method to correct clinical prediction model drift. - Sharon E. Davis; Robert A. Greevy Jr.; Christopher Fonnesbeck; Thomas A. Lasko; Colin G. Walsh; Michael E. Matheny (J. Am. Medical Informatics Assoc., 2019)

Prognostic models will be victims of their own success, unless... - Matthew C. Lenert; Michael E. Matheny; Colin G. Walsh (J. Am. Medical Informatics Assoc., 2019)

Explicit causal reasoning is preferred, but not necessary for pragmatic value. - Matthew C. Lenert; Michael E. Matheny; Colin G. Walsh (J. Am. Medical Informatics Assoc., 2019)

Maintaining automated measurement of Choosing Wisely adherence across the ICD 9 to 10 transition. - John Angiolillo; S. Trent Rosenbloom; Melissa McPheeters; G. Seibert Tregoning; Russell L. Rothman; Colin G. Walsh (J. Biomed. Informatics, 2019)

A method for analyzing inpatient care variability through physicians' orders. - Matthew C. Lenert; Randolph A. Miller; Yevgeniy Vorobeychik; Colin G. Walsh (J. Biomed. Informatics, 2019)

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 (AMIA, 2020)

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 (AMIA, 2020)

Detection of calibration drift in clinical prediction models to inform model updating. - Sharon E. Davis; Robert A. Greevy Jr.; Thomas A. Lasko; Colin G. Walsh; Michael E. Matheny (J. Biomed. Informatics, 2020)

Unsupervised characterization of Major Depressive Disorder medication treatment pathways. - Barrett Jones; Colin G. Walsh (AMIA, 2021)

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 (AMIA, 2021)

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 (AMIA, 2021)

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 (AMIA, 2021)

Ensemble learning to predict opioid-related overdose using statewide prescription drug monitoring program and hospital discharge data in the state of Tennessee. - 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; et al. (J. Am. Medical Informatics Assoc., 2021)

Combatting human trafficking in the United States: how can medical informatics help? - Kim M. Unertl; Colin G. Walsh; Ellen Wright Clayton (J. Am. Medical Informatics Assoc., 2021)

Prospective Validation of a Suicide Attempt Risk Model in Transgender Patients. - Robert A. Becker; Allison B. McCoy; Colin G. Walsh (AMIA, 2022)

Modeling association between clinician interventions and outcomes in Major Depressive Disorder with observational electronic health record data. - Barrett Jones; Colin G. Walsh (AMIA, 2022)

Open questions and research gaps for monitoring and updating AI-enabled tools in clinical settings. - Sharon E. Davis; Colin G. Walsh; Michael E. Matheny (Frontiers Digit. Health, 2022)