Colin G. Walsh

According to our database1, Colin G. Walsh authored at least 33 papers between 2012 and 2022.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Awards

IEEE Fellow

IEEE Fellow 1974, "".

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

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

Prospective Validation of a Suicide Attempt Risk Model in Transgender Patients.
Proceedings of the AMIA 2022, 2022

2021
Combatting human trafficking in the United States: how can medical informatics help?
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

A Surveillance Framework for Monitoring and Updating Clinical Prediction Models.
Proceedings of the AMIA 2020, 2020

2019
A method for analyzing inpatient care variability through physicians' orders.
J. Biomed. Informatics, 2019

Maintaining automated measurement of Choosing Wisely adherence across the ICD 9 to 10 transition.
J. Biomed. Informatics, 2019

Explicit causal reasoning is preferred, but not necessary for pragmatic value.
J. Am. Medical Informatics Assoc., 2019

Prognostic models will be victims of their own success, unless...
J. Am. Medical Informatics Assoc., 2019

A nonparametric updating method to correct clinical prediction model drift.
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
Discovering hidden knowledge through auditing clinical diagnostic knowledge bases.
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

X Marks the Spot: Mapping Similarity Between Clinical Trial Cohorts and US Counties.
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

An Analysis of Readmission Events Over Time in Patients with Type 2 Diabetes.
Proceedings of the AMIA 2016, 2016

2015
Outcomes Prediction via Time Intervals Related Patterns.
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

An Integrated Billing Application to Streamline Clinician Workflow.
Proceedings of the AMIA 2014, 2014

2013
Physician Know Thyself: EHRs and the Quantified Clinician.
Proceedings of the AMIA 2013, 2013

2012
EHR on the Move: Resident Physician Perceptions of iPads and the Clinical Workflow.
Proceedings of the AMIA 2012, 2012


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