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2020 – today
- 2022
[j12]Sharon E. Davis
, Colin G. Walsh, Michael E. Matheny:
Open questions and research gaps for monitoring and updating AI-enabled tools in clinical settings. Frontiers Digit. Health 4 (2022)- [c21]Robert A. Becker, Allison B. McCoy, Colin G. Walsh:
Prospective Validation of a Suicide Attempt Risk Model in Transgender Patients. AMIA 2022 - [c20]Barrett Jones, Colin G. Walsh:
Modeling association between clinician interventions and outcomes in Major Depressive Disorder with observational electronic health record data. AMIA 2022 - 2021
- [j11]Kim M. Unertl, Colin G. Walsh, Ellen Wright Clayton:
Combatting human trafficking in the United States: how can medical informatics help? J. Am. Medical Informatics Assoc. 28(2): 384-388 (2021) - [j10]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:
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. 29(1): 22-32 (2021) - [c19]Barrett Jones, Colin G. Walsh:
Unsupervised characterization of Major Depressive Disorder medication treatment pathways. AMIA 2021 - [c18]Katherine Lee, Colin G. Walsh:
Predictive Modeling of Healthcare Utilization Metrics Identifies Adult Patients at High Risk for Suicide Attempt in the Primary Care Setting. AMIA 2021 - [c17]Michael Ripperger, Drew Wilimitis, William W. Stead, Kevin B. Johnson, Colin G. Walsh:
Action-oriented Artificial Intelligence for Suicide Risk Prediction: Prospective EHR-based Validation in a Large Clinical System. AMIA 2021 - [c16]Drew Wilimitis, Robert W. Turer, Michael Ripperger, Allison B. McCoy, Sarah H. Sperry, Colin G. Walsh:
Complementing Automated Risk Prediction with Face-to-face Screening Improves Suicide Risk Prediction. AMIA 2021 - 2020
- [j9]Sharon E. Davis, Robert A. Greevy Jr., Thomas A. Lasko, Colin G. Walsh, Michael E. Matheny:
Detection of calibration drift in clinical prediction models to inform model updating. J. Biomed. Informatics 112: 103611 (2020) - [c15]Sharon E. Davis, Robert A. Greevy Jr., Thomas A. Lasko, Colin G. Walsh, Michael E. Matheny:
A Surveillance Framework for Monitoring and Updating Clinical Prediction Models. AMIA 2020 - [c14]William R. Hersh, Gretchen P. Jackson, Marc S. Williams, Colin G. Walsh, David A. Dorr:
Translational Research of Machine Learning and Artificial Intelligence Advances in Clinical Settings - Experiences and Challenges. AMIA 2020
2010 – 2019
- 2019
- [j8]Sharon E. Davis, Robert A. Greevy Jr., Christopher Fonnesbeck, Thomas A. Lasko, Colin G. Walsh, Michael E. Matheny:
A nonparametric updating method to correct clinical prediction model drift. J. Am. Medical Informatics Assoc. 26(12): 1448-1457 (2019) - [j7]Matthew C. Lenert, Michael E. Matheny, Colin G. Walsh:
Prognostic models will be victims of their own success, unless... J. Am. Medical Informatics Assoc. 26(12): 1645-1650 (2019) - [j6]Matthew C. Lenert, Michael E. Matheny, Colin G. Walsh:
Explicit causal reasoning is preferred, but not necessary for pragmatic value. J. Am. Medical Informatics Assoc. 26(12): 1677-1678 (2019) - [j5]Matthew C. Lenert, Randolph A. Miller, Yevgeniy Vorobeychik, Colin G. Walsh:
A method for analyzing inpatient care variability through physicians' orders. J. Biomed. Informatics 91 (2019) - [j4]John Angiolillo, S. Trent Rosenbloom, Melissa McPheeters, G. Seibert Tregoning, Russell L. Rothman, Colin G. Walsh:
Maintaining automated measurement of Choosing Wisely adherence across the ICD 9 to 10 transition. J. Biomed. Informatics 93 (2019) - [c13]Sharon E. Davis, Robert A. Greevy Jr., Thomas A. Lasko, Colin G. Walsh, Michael E. Matheny:
Comparison of Prediction Model Performance Updating Protocols: Using a Data-Driven Testing Procedure to Guide Updating. AMIA 2019 - [c12]Christopher A. Puchi, Ben Tyndall, Melissa McPheeters, Colin G. Walsh:
Testing the Feasibility of an Academic-State Partnership to Combat the Opioid Epidemic in Tennessee Through Predictive Analytics. AMIA 2019 - 2018
- [j3]Matthew C. Lenert, Colin G. Walsh, Randolph A. Miller:
Discovering hidden knowledge through auditing clinical diagnostic knowledge bases. J. Biomed. Informatics 84: 75-81 (2018) - [c11]Matthew C. Lenert, Colin G. Walsh:
Balancing Performance and Interpretability: Selecting Features with Bootstrapped Ridge Regression. AMIA 2018 - [c10]Laurie L. Novak, Rupa S. Valdez, Colin G. Walsh, Hojjat Salmasian, Eleanor Wynn:
The Intersection of Data Science, People, and Organizations in Health Care: An Interactive Discussion of Challenges and Solutions. AMIA 2018 - 2017
- [j2]Colin G. Walsh, Kavya Sharman, George Hripcsak:
Beyond discrimination: A comparison of calibration methods and clinical usefulness of predictive models of readmission risk. J. Biomed. Informatics 76: 9-18 (2017) - [c9]Lisa V. Grossman, Rollin R. Reeder, Colin G. Walsh, Devan Kansagara, David K. Vawdrey, Hojjat Salmasian:
Critical Appraisal of Models for Prediction of Readmission (CAMPR): A Quality Tool to Assess Models that Predict Hospital Readmissions. AMIA 2017 - [c8]Matthew C. Lenert, Dara Eckerle Mize, Colin G. Walsh:
X Marks the Spot: Mapping Similarity Between Clinical Trial Cohorts and US Counties. AMIA 2017 - 2016
- [c7]Dara Eckerle Mize, Mia A. Levy, Shubhada Jagasia, Colin G. Walsh:
An Analysis of Readmission Events Over Time in Patients with Type 2 Diabetes. AMIA 2016 - [c6]Colin G. Walsh, S. Trent Rosenbloom:
Choosing Wisely Using ICD10: The impact of the ICD10 Transition on Prevalence and Cost Estimates of Low Value Healthcare Services. AMIA 2016 - 2015
- [c5]Robert Moskovitch, Colin G. Walsh, Fei Wang, George Hripcsak, Nicholas P. Tatonetti:
Outcomes Prediction via Time Intervals Related Patterns. ICDM 2015: 919-924 - 2014
- [j1]Colin G. Walsh, George Hripcsak:
The effects of data sources, cohort selection, and outcome definition on a predictive model of risk of thirty-day hospital readmissions. J. Biomed. Informatics 52: 418-426 (2014) - [c4]David K. Vawdrey, Colin G. Walsh, Peter D. Stetson:
An Integrated Billing Application to Streamline Clinician Workflow. AMIA 2014 - [c3]Colin G. Walsh, David K. Vawdrey, Peter D. Stetson, Matthew R. Fred, George Hripcsak:
Enabling claims-based decision support through non-interruptive capture of admission diagnoses and provider billing codes. AMIA 2014 - 2013
- [c2]Daniel M. Stein, Eugenia Siegler, David K. Vawdrey, Marc Sturm, Niloo Sobhani, Soumitra Sengupta, Colin G. Walsh, Gilad J. Kuperman:
Physician Know Thyself: EHRs and the Quantified Clinician. AMIA 2013 - 2012
- [c1]Colin G. Walsh, Peter D. Stetson:
EHR on the Move: Resident Physician Perceptions of iPads and the Clinical Workflow. AMIA 2012
Coauthor Index
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