Colin G. Walsh

35 papers A* 1Misc 20Journal 14

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A scoping review of models to identify transgender patients in electronic health records. J. Am. Medical Informatics Assoc. Robert A. Becker, Jhansi U. L. Kolli, Colin G. Walsh
2026	J	`jnl`	Identifying and supporting trafficked individuals: provider and community organization perspectives on existing sociotechnical approaches. J. Am. Medical Informatics Assoc. Michelle Gomez, Ellen Wright Clayton, Colin G. Walsh, Kim M. Unertl
2022	Misc	`conf`	Modeling association between clinician interventions and outcomes in Major Depressive Disorder with observational electronic health record data. AMIA Barrett Jones, Colin G. Walsh
2022	J	`jnl`	Open questions and research gaps for monitoring and updating AI-enabled tools in clinical settings. Frontiers Digit. Health Sharon E. Davis, Colin G. Walsh, Michael E. Matheny
2022	Misc	`conf`	Prospective Validation of a Suicide Attempt Risk Model in Transgender Patients. AMIA Robert A. Becker, Allison B. McCoy, Colin G. Walsh
2021	Misc	`conf`	Action-oriented Artificial Intelligence for Suicide Risk Prediction: Prospective EHR-based Validation in a Large Clinical System. AMIA Michael Ripperger, Drew Wilimitis, William W. Stead, Kevin B. Johnson, Colin G. Walsh
2021	J	`jnl`	Combatting human trafficking in the United States: how can medical informatics help? J. Am. Medical Informatics Assoc. Kim M. Unertl, Colin G. Walsh, Ellen Wright Clayton
2021	Misc	`conf`	Complementing Automated Risk Prediction with Face-to-face Screening Improves Suicide Risk Prediction. AMIA Drew Wilimitis, Robert W. Turer, Michael Ripperger, Allison B. McCoy, Sarah H. Sperry, Colin G. Walsh
2021	J	`jnl`	Ensemble learning to predict opioid-related overdose using statewide prescription drug monitoring program and hospital discharge data in the state of Tennessee. J. Am. Medical Informatics Assoc. 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, Colin G. Walsh
2021	Misc	`conf`	Predictive Modeling of Healthcare Utilization Metrics Identifies Adult Patients at High Risk for Suicide Attempt in the Primary Care Setting. AMIA Katherine Lee, Colin G. Walsh
2021	Misc	`conf`	Unsupervised characterization of Major Depressive Disorder medication treatment pathways. AMIA Barrett Jones, Colin G. Walsh
2020	Misc	`conf`	A Surveillance Framework for Monitoring and Updating Clinical Prediction Models. AMIA Sharon E. Davis, Robert A. Greevy Jr., Thomas A. Lasko, Colin G. Walsh, Michael E. Matheny
2020	J	`jnl`	Detection of calibration drift in clinical prediction models to inform model updating. J. Biomed. Informatics Sharon E. Davis, Robert A. Greevy Jr., Thomas A. Lasko, Colin G. Walsh, Michael E. Matheny
2020	Misc	`conf`	Translational Research of Machine Learning and Artificial Intelligence Advances in Clinical Settings - Experiences and Challenges. AMIA William R. Hersh, Gretchen P. Jackson, Marc S. Williams, Colin G. Walsh, David A. Dorr
2019	J	`jnl`	A method for analyzing inpatient care variability through physicians' orders. J. Biomed. Informatics Matthew C. Lenert, Randolph A. Miller, Yevgeniy Vorobeychik, Colin G. Walsh
2019	J	`jnl`	A nonparametric updating method to correct clinical prediction model drift. J. Am. Medical Informatics Assoc. Sharon E. Davis, Robert A. Greevy Jr., Christopher Fonnesbeck, Thomas A. Lasko, Colin G. Walsh, Michael E. Matheny
2019	Misc	`conf`	Comparison of Prediction Model Performance Updating Protocols: Using a Data-Driven Testing Procedure to Guide Updating. AMIA Sharon E. Davis, Robert A. Greevy Jr., Thomas A. Lasko, Colin G. Walsh, Michael E. Matheny
2019	J	`jnl`	Explicit causal reasoning is preferred, but not necessary for pragmatic value. J. Am. Medical Informatics Assoc. Matthew C. Lenert, Michael E. Matheny, Colin G. Walsh
2019	J	`jnl`	Maintaining automated measurement of Choosing Wisely adherence across the ICD 9 to 10 transition. J. Biomed. Informatics John Angiolillo, S. Trent Rosenbloom, Melissa McPheeters, G. Seibert Tregoning, Russell L. Rothman, Colin G. Walsh
2019	J	`jnl`	Prognostic models will be victims of their own success, unless... J. Am. Medical Informatics Assoc. Matthew C. Lenert, Michael E. Matheny, Colin G. Walsh
2019	Misc	`conf`	Testing the Feasibility of an Academic-State Partnership to Combat the Opioid Epidemic in Tennessee Through Predictive Analytics. AMIA Christopher A. Puchi, Ben Tyndall, Melissa McPheeters, Colin G. Walsh
2018	Misc	`conf`	Balancing Performance and Interpretability: Selecting Features with Bootstrapped Ridge Regression. AMIA Matthew C. Lenert, Colin G. Walsh
2018	J	`jnl`	Discovering hidden knowledge through auditing clinical diagnostic knowledge bases. J. Biomed. Informatics Matthew C. Lenert, Colin G. Walsh, Randolph A. Miller
2018	Misc	`conf`	The Intersection of Data Science, People, and Organizations in Health Care: An Interactive Discussion of Challenges and Solutions. AMIA Laurie L. Novak, Rupa S. Valdez, Colin G. Walsh, Hojjat Salmasian, Eleanor Wynn
2017	J	`jnl`	Beyond discrimination: A comparison of calibration methods and clinical usefulness of predictive models of readmission risk. J. Biomed. Informatics Colin G. Walsh, Kavya Sharman, George Hripcsak
2017	Misc	`conf`	Critical Appraisal of Models for Prediction of Readmission (CAMPR): A Quality Tool to Assess Models that Predict Hospital Readmissions. AMIA Lisa V. Grossman, Rollin R. Reeder, Colin G. Walsh, Devan Kansagara, David K. Vawdrey, Hojjat Salmasian
2017	Misc	`conf`	X Marks the Spot: Mapping Similarity Between Clinical Trial Cohorts and US Counties. AMIA Matthew C. Lenert, Dara Eckerle Mize, Colin G. Walsh
2016	Misc	`conf`	An Analysis of Readmission Events Over Time in Patients with Type 2 Diabetes. AMIA Dara Eckerle Mize, Mia A. Levy, Shubhada Jagasia, Colin G. Walsh
2016	Misc	`conf`	Choosing Wisely Using ICD10: The impact of the ICD10 Transition on Prevalence and Cost Estimates of Low Value Healthcare Services. AMIA Colin G. Walsh, S. Trent Rosenbloom
2015	A*	`conf`	Outcomes Prediction via Time Intervals Related Patterns. ICDM Robert Moskovitch, Colin G. Walsh, Fei Wang, George Hripcsak, Nicholas P. Tatonetti
2014	Misc	`conf`	An Integrated Billing Application to Streamline Clinician Workflow. AMIA David K. Vawdrey, Colin G. Walsh, Peter D. Stetson
2014	Misc	`conf`	Enabling claims-based decision support through non-interruptive capture of admission diagnoses and provider billing codes. AMIA Colin G. Walsh, David K. Vawdrey, Peter D. Stetson, Matthew R. Fred, George Hripcsak
2014	J	`jnl`	The effects of data sources, cohort selection, and outcome definition on a predictive model of risk of thirty-day hospital readmissions. J. Biomed. Informatics Colin G. Walsh, George Hripcsak
2013	Misc	`conf`	Physician Know Thyself: EHRs and the Quantified Clinician. AMIA Daniel M. Stein, Eugenia Siegler, David K. Vawdrey, Marc Sturm, Niloo Sobhani, Soumitra Sengupta, Colin G. Walsh, Gilad J. Kuperman
2012	Misc	`conf`	EHR on the Move: Resident Physician Perceptions of iPads and the Clinical Workflow. AMIA Colin G. Walsh, Peter D. Stetson