Colin G. Walsh - Concepedia

Author

Colin G. Walsh

Vanderbilt University Medical Center ORCID

Also Known As

C Walsh, Colin G Walsh, Colin G. Walsh, Colin Walsh, Walsh, C., Walsh, Colin, Walsh, Colin G.

130

Publications

3.8K

Citations

H-Index

Concepts

All Affiliations

Vanderbilt University Medical Center Vanderbilt University Columbia University Florida State University VA Tennessee Valley Healthcare System

About

Colin G. Walsh is an author at Vanderbilt University Medical Center specializing in public health, health informatics, and medicine.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Public Health	9	9	978
2	Medicine	8	8	434
3	Engineering	4	4	668
4	Nursing	2	2	101
5	Social Sciences	1	1	76

Colin G. Walsh

Publications

2.7K

Citations

H-Index

Page 1

	Year	Citations
Predicting Risk of Suicide Attempts Over Time Through Machine Learning Colin G. Walsh, Jessica D. Ribeiro, Joseph C. Franklin Clinical Psychological Science EngineeringMachine LearningLife PredictionDisease ClassificationData Science	2017	554
Predicting suicide attempts in adolescents with longitudinal clinical data and machine learning Colin G. Walsh, Jessica D. Ribeiro, Joseph C. Franklin Journal of Child Psychology and Psychiatry	2018	252
Significant shared heritability underlies suicide attempt and clinically predicted probability of attempting suicide Douglas M. Ruderfer, Colin G. Walsh, Matthew Aguirre, Molecular Psychiatry	2019	133
Detection of calibration drift in clinical prediction models to inform model updating Sharon E. Davis, Robert A. Greevy, Thomas A. Lasko, Journal of Biomedical Informatics	2020	116
Stigma, biomarkers, and algorithmic bias: recommendations for precision behavioral health with artificial intelligence Colin G. Walsh, Beenish Moalla Chaudhry, Prerna Dua, JAMIA Open	2020	113
A nonparametric updating method to correct clinical prediction model drift Sharon E. Davis, Robert A. Greevy, Christopher Fonnesbeck, Journal of the American Medical Informatics Association	2019	108
Natural language processing and machine learning of electronic health records for prediction of first-time suicide attempts Fuchiang Tsui, Lingyun Shi, Neal D. Ryan, JAMIA Open	2021	101
Beyond discrimination: A comparison of calibration methods and clinical usefulness of predictive models of readmission risk Colin G. Walsh, Kavya Sharman, George Hripcsak Journal of Biomedical Informatics Readmission RiskCalibration MethodsDisease Risk AssessmentPatient SafetyOutcomes Research	2017	96
Practical Considerations and Applied Examples of Cross-Validation for Model Development and Evaluation in Health Care: Tutorial Drew Wilimitis, Colin G. Walsh JMIR AI	2023	92
Prognostic models will be victims of their own success, unless… Matthew C Lenert, Michael E. Matheny, Colin G. Walsh Journal of the American Medical Informatics Association PrognosisClinical WorkflowsFuture HealthPrognosticsRisk Management	2019	88

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