default search action
Colin G. Walsh
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
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
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from , , and to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from .
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-04-24 22:53 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint