Colin G. Walsh
Orcid: 0000-0002-9379-2056
According to our database1,
Colin G. Walsh
authored at least 33 papers
between 2012 and 2022.
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Awards
IEEE Fellow
IEEE Fellow 1974, "".
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Bibliography
2022
Open questions and research gaps for monitoring and updating AI-enabled tools in clinical settings.
Frontiers Digit. Health, 2022
Modeling association between clinician interventions and outcomes in Major Depressive Disorder with observational electronic health record data.
Proceedings of the AMIA 2022, 2022
Proceedings of the AMIA 2022, 2022
2021
J. Am. Medical Informatics Assoc., 2021
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., 2021
Complementing Automated Risk Prediction with Face-to-face Screening Improves Suicide Risk Prediction.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
Action-oriented Artificial Intelligence for Suicide Risk Prediction: Prospective EHR-based Validation in a Large Clinical System.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
Predictive Modeling of Healthcare Utilization Metrics Identifies Adult Patients at High Risk for Suicide Attempt in the Primary Care Setting.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
Unsupervised characterization of Major Depressive Disorder medication treatment pathways.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
2020
Detection of calibration drift in clinical prediction models to inform model updating.
J. Biomed. Informatics, 2020
Translational Research of Machine Learning and Artificial Intelligence Advances in Clinical Settings - Experiences and Challenges.
Proceedings of the AMIA 2020, 2020
Proceedings of the AMIA 2020, 2020
2019
J. Biomed. Informatics, 2019
Maintaining automated measurement of Choosing Wisely adherence across the ICD 9 to 10 transition.
J. Biomed. Informatics, 2019
J. Am. Medical Informatics Assoc., 2019
J. Am. Medical Informatics Assoc., 2019
J. Am. Medical Informatics Assoc., 2019
Testing the Feasibility of an Academic-State Partnership to Combat the Opioid Epidemic in Tennessee Through Predictive Analytics.
Proceedings of the AMIA 2019, 2019
Comparison of Prediction Model Performance Updating Protocols: Using a Data-Driven Testing Procedure to Guide Updating.
Proceedings of the AMIA 2019, 2019
2018
J. Biomed. Informatics, 2018
The Intersection of Data Science, People, and Organizations in Health Care: An Interactive Discussion of Challenges and Solutions.
Proceedings of the AMIA 2018, 2018
Balancing Performance and Interpretability: Selecting Features with Bootstrapped Ridge Regression.
Proceedings of the AMIA 2018, 2018
2017
Beyond discrimination: A comparison of calibration methods and clinical usefulness of predictive models of readmission risk.
J. Biomed. Informatics, 2017
Proceedings of the AMIA 2017, 2017
Critical Appraisal of Models for Prediction of Readmission (CAMPR): A Quality Tool to Assess Models that Predict Hospital Readmissions.
Proceedings of the AMIA 2017, 2017
2016
Choosing Wisely Using ICD10: The impact of the ICD10 Transition on Prevalence and Cost Estimates of Low Value Healthcare Services.
Proceedings of the AMIA 2016, 2016
Proceedings of the AMIA 2016, 2016
2015
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015
2014
The effects of data sources, cohort selection, and outcome definition on a predictive model of risk of thirty-day hospital readmissions.
J. Biomed. Informatics, 2014
Enabling claims-based decision support through non-interruptive capture of admission diagnoses and provider billing codes.
Proceedings of the AMIA 2014, 2014
Proceedings of the AMIA 2014, 2014
2013
Proceedings of the AMIA 2013, 2013
2012
Proceedings of the AMIA 2012, 2012