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Colin G. Walsh
Colin G. Walsh
Associate Professor, Vanderbilt University Medical Center
Verified email at vanderbilt.edu - Homepage
Title
Cited by
Cited by
Year
Predicting risk of suicide attempts over time through machine learning
CG Walsh, JD Ribeiro, JC Franklin
Clinical Psychological Science 5 (3), 457-469, 2017
5742017
2020 focused updates to the asthma management guidelines: a report from the National Asthma Education and Prevention Program Coordinating Committee Expert Panel Working Group
MM Cloutier, AP Baptist, KV Blake, EG Brooks, T Bryant-Stephens, ...
Journal of Allergy and Clinical Immunology 146 (6), 1217-1270, 2020
3992020
Predicting suicide attempts in adolescents with longitudinal clinical data and machine learning
CG Walsh, JD Ribeiro, JC Franklin
Journal of child psychology and psychiatry 59 (12), 1261-1270, 2018
2162018
Variation in orthopaedic surgeons' perceptions about the indications for rotator cuff surgery
WR Dunn, BR Schackman, C Walsh, S Lyman, EC Jones, RF Warren, ...
JBJS 87 (9), 1978-1984, 2005
2082005
Significant shared heritability underlies suicide attempt and clinically predicted probability of attempting suicide
DM Ruderfer, CG Walsh, MW Aguirre, Y Tanigawa, JD Ribeiro, ...
Molecular psychiatry 25 (10), 2422-2430, 2020
1162020
A nonparametric updating method to correct clinical prediction model drift
SE Davis, RA Greevy Jr, C Fonnesbeck, TA Lasko, CG Walsh, ...
Journal of the American Medical Informatics Association 26 (12), 1448-1457, 2019
912019
Psychosocial co‐morbidities in Interstitial Cystitis/Bladder Pain syndrome (IC/BPS): A systematic review
LC McKernan, CG Walsh, WS Reynolds, LJ Crofford, RR Dmochowski, ...
Neurourology and urodynamics 37 (3), 926-941, 2018
912018
Stigma, biomarkers, and algorithmic bias: recommendations for precision behavioral health with artificial intelligence
CG Walsh, B Chaudhry, P Dua, KW Goodman, B Kaplan, R Kavuluru, ...
JAMIA Open 3 (1), 9-15, 2020
842020
The effects of data sources, cohort selection, and outcome definition on a predictive model of risk of thirty-day hospital readmissions
C Walsh, G Hripcsak
Journal of biomedical informatics 52, 418-426, 2014
772014
Beyond discrimination: a comparison of calibration methods and clinical usefulness of predictive models of readmission risk
CG Walsh, K Sharman, G Hripcsak
Journal of biomedical informatics 76, 9-18, 2017
762017
Prognostic models will be victims of their own success, unless…
MC Lenert, ME Matheny, CG Walsh
Journal of the American Medical Informatics Association 26 (12), 1645-1650, 2019
742019
Predicting imminent suicidal thoughts and nonfatal attempts: The role of complexity
JD Ribeiro, X Huang, KR Fox, CG Walsh, KP Linthicum
Clinical Psychological Science 7 (5), 941-957, 2019
712019
Detection of calibration drift in clinical prediction models to inform model updating
SE Davis, RA Greevy Jr, TA Lasko, CG Walsh, ME Matheny
Journal of Biomedical Informatics 112, 103611, 2020
602020
Protecting life while preserving liberty: ethical recommendations for suicide prevention with artificial intelligence
LC McKernan, EW Clayton, CG Walsh
Frontiers in psychiatry 9, 650, 2018
572018
Enabling Open-Science Initiatives in Clinical Psychology and Psychiatry Without Sacrificing Patients’ Privacy: Current Practices and Future Challenges
CG Walsh, W Xia, M Li, JC Denny, PA Harris, BA Malin
Advances in Methods and Practices in Psychological Science 1 (1), 104-114, 2018
522018
Provider‐to‐provider electronic communication in the era of meaningful use: A review of the evidence
C Walsh, EL Siegler, E Cheston, H O'donnell, S Collins, D Stein, ...
Journal of hospital medicine 8 (10), 589-597, 2013
512013
Detecting social and behavioral determinants of health with structured and free-text clinical data
D Feller, O Bear Don't Walk IV, J Zucker, M Yin, P Gordon, S Cohen, X Hu, ...
Applied clinical informatics 11 (01), 172-181, 2020
502020
Natural language processing and machine learning of electronic health records for prediction of first-time suicide attempts
FR Tsui, L Shi, V Ruiz, ND Ryan, C Biernesser, S Iyengar, CG Walsh, ...
JAMIA Open 4 (1), ooab011, 2021
482021
Prospective Validation of an Electronic Health Record–Based, Real-Time Suicide Risk Model
CG Walsh, KB Johnson, M Ripperger, S Sperry, J Harris, N Clark, ...
JAMA Network Open 4 (3), e211428-e211428, 2021
412021
Outcomes prediction via time intervals related patterns
R Moskovitch, C Walsh, F Wang, G Hripcsak, N Tatonetti
2015 IEEE International Conference on Data Mining, 919-924, 2015
412015
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