Colin G Walsh

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 27

Top Topics

Machine Learning

Bipolar Disorder

Clinical Decision Support

Top Venues

Injury epidemiology

Translational psychiatry

JMIR public health and surveillance

This page only lists publications with an associated author ORCID identifier.

Publications

Colin G Walsh, Michael A Ripperger, Yirui Hu, Yi-Han Sheu, Hyunjoon Lee, Drew Wilimitis, Amanda B Zheutlin, Daniel Rocha, Karmel W Choi, Victor M Castro, H Lester Kirchner, Christopher F Chabris, Lea K Davis, Jordan W Smoller
Development and multi-site external validation of a generalizable risk prediction model for bipolar disorder. Translational psychiatry 14 (1) (2024)
Colin G Walsh, Michael A Ripperger, Yirui Hu, Yi-Han Sheu, Hyunjoon Lee, Drew Wilimitis, Amanda B Zheutlin, Daniel Rocha, Karmel W Choi, Victor M Castro, H Lester Kirchner, Christopher F Chabris, Lea K Davis, Jordan W Smoller
Development and multi-site external validation of a generalizable risk prediction model for bipolar disorder. Translational psychiatry 14 (1) (2024)
Colin G Walsh, Michael A Ripperger, Yirui Hu, Yi-Han Sheu, Hyunjoon Lee, Drew Wilimitis, Amanda B Zheutlin, Daniel Rocha, Karmel W Choi, Victor M Castro, H Lester Kirchner, Christopher F Chabris, Lea K Davis, Jordan W Smoller
Development and multi-site external validation of a generalizable risk prediction model for bipolar disorder. Translational psychiatry 14 (1) (2024)
Colin G Walsh, Michael A Ripperger, Yirui Hu, Yi-Han Sheu, Hyunjoon Lee, Drew Wilimitis, Amanda B Zheutlin, Daniel Rocha, Karmel W Choi, Victor M Castro, H Lester Kirchner, Christopher F Chabris, Lea K Davis, Jordan W Smoller
Development and multi-site external validation of a generalizable risk prediction model for bipolar disorder. Translational psychiatry 14 (1) (2024)
Colin G Walsh, Michael A Ripperger, Yirui Hu, Yi-Han Sheu, Hyunjoon Lee, Drew Wilimitis, Amanda B Zheutlin, Daniel Rocha, Karmel W Choi, Victor M Castro, H Lester Kirchner, Christopher F Chabris, Lea K Davis, Jordan W Smoller
Development and multi-site external validation of a generalizable risk prediction model for bipolar disorder. Translational psychiatry 14 (1) (2024)
Colin G Walsh, Michael A Ripperger, Yirui Hu, Yi-Han Sheu, Hyunjoon Lee, Drew Wilimitis, Amanda B Zheutlin, Daniel Rocha, Karmel W Choi, Victor M Castro, H Lester Kirchner, Christopher F Chabris, Lea K Davis, Jordan W Smoller
Development and multi-site external validation of a generalizable risk prediction model for bipolar disorder. Translational psychiatry 14 (1) (2024)
Colin G Walsh, Drew Wilimitis, Qingxia Chen, Aileen Wright, Jhansi Kolli, Katelyn Robinson, Michael A Ripperger, Kevin B Johnson, David Carrell, Rishi J Desai, Andrew Mosholder, Sai Dharmarajan, Sruthi Adimadhyam, Daniel Fabbri, Danijela Stojanovic, Michael E Matheny, Cosmin A Bejan
Scalable Incident Detection via Natural Language Processing and Probabilistic Language Models. medRxiv : the preprint server for health sciences (2023)
Leigh Anne Tang, Jessica Korona-Bailey, Dimitrios Zaras, Allison Roberts, Sutapa Mukhopadhyay, Stephen Espy, Colin G Walsh
Using Natural Language Processing to Predict Fatal Drug Overdose From Autopsy Narrative Text: Algorithm Development and Validation Study. JMIR public health and surveillance 9 (2023)
Drew Wilimitis, Colin G Walsh
Practical Considerations and Applied Examples of Cross-Validation for Model Development and Evaluation in Health Care: Tutorial. JMIR AI 2 (2023)
Leigh Anne Tang, Jessica Korona-Bailey, Dimitrios Zaras, Allison Roberts, Sutapa Mukhopadhyay, Stephen Espy, Colin G Walsh
Using Natural Language Processing to Predict Fatal Drug Overdose From Autopsy Narrative Text: Algorithm Development and Validation Study. JMIR public health and surveillance 9 (2023)
Theodore J Morley, Drew Willimitis, Michael A Ripperger, Hyunjoon Lee, Lide Han, Yu Zhou, Jooeun Kang, Lea K Davis, Jordan W Smoller, Karmel W Choi, Colin G Walsh, Douglas M Ruderfer
Evaluating the impact of modeling choices on the performance of integrated genetic and clinical models. medRxiv : the preprint server for health sciences (2023)
Rachel Sayko Adams, Jeri E Forster, Jaimie L Gradus, Claire A Hoffmire, Trisha A Hostetter, Mary Jo Larson, Colin G Walsh, Lisa A Brenner
Publisher Correction to: Time‑dependent suicide rates among Army soldiers returning from an Afghanistan/Iraq deployment, by military rank and component. Injury epidemiology 10 (1) (2023)
Rachel Sayko Adams, Jeri E Forster, Jaimie L Gradus, Claire A Hoffmire, Trisha A Hostetter, Mary Jo Larson, Colin G Walsh, Lisa A Brenner
Publisher Correction to: Time‑dependent suicide rates among Army soldiers returning from an Afghanistan/Iraq deployment, by military rank and component. Injury epidemiology 10 (1) (2023)
Drew Wilimitis, Colin G Walsh
Practical Considerations and Applied Examples of Cross-Validation for Model Development and Evaluation in Health Care: Tutorial. JMIR AI 2 (2023)
Drew Wilimitis, Colin G Walsh
Practical Considerations and Applied Examples of Cross-Validation for Model Development and Evaluation in Health Care: Tutorial. JMIR AI 2 (2023)
Leigh Anne Tang, Jessica Korona-Bailey, Dimitrios Zaras, Allison Roberts, Sutapa Mukhopadhyay, Stephen Espy, Colin G Walsh
Using Natural Language Processing to Predict Fatal Drug Overdose From Autopsy Narrative Text: Algorithm Development and Validation Study. JMIR public health and surveillance 9 (2023)
Rachel Sayko Adams, Jeri E Forster, Jaimie L Gradus, Claire A Hoffmire, Trisha A Hostetter, Mary Jo Larson, Colin G Walsh, Lisa A Brenner
Publisher Correction to: Time‑dependent suicide rates among Army soldiers returning from an Afghanistan/Iraq deployment, by military rank and component. Injury epidemiology 10 (1) (2023)
Colin G Walsh, Michael A Ripperger, Yirui Hu, Yi-Han Sheu, Drew Wilimitis, Amanda B Zheutlin, Daniel Rocha, Karmel W Choi, Victor M Castro, H Lester Kirchner, Christopher F Chabris, Lea K Davis, Jordan W Smoller
Development and Multi-Site External Validation of a Generalizable Risk Prediction Model for Bipolar Disorder. medRxiv : the preprint server for health sciences (2023)
Rachel Sayko Adams, Jeri E Forster, Jaimie L Gradus, Claire A Hoffmire, Trisha A Hostetter, Mary Jo Larson, Colin G Walsh, Lisa A Brenner
Publisher Correction to: Time‑dependent suicide rates among Army soldiers returning from an Afghanistan/Iraq deployment, by military rank and component. Injury epidemiology 10 (1) (2023)
Rachel Sayko Adams, Jeri E Forster, Jaimie L Gradus, Claire A Hoffmire, Trisha A Hostetter, Mary Jo Larson, Colin G Walsh, Lisa A Brenner
Publisher Correction to: Time‑dependent suicide rates among Army soldiers returning from an Afghanistan/Iraq deployment, by military rank and component. Injury epidemiology 10 (1) (2023)
Rachel Sayko Adams, Jeri E Forster, Jaimie L Gradus, Claire A Hoffmire, Trisha A Hostetter, Mary Jo Larson, Colin G Walsh, Lisa A Brenner, Rachel Sayko Adams, Jeri E Forster, Jaimie L Gradus, Claire A Hoffmire, Trisha A Hostetter, Mary Jo Larson, Colin G Walsh, Lisa A Brenner
Time-dependent suicide rates among Army soldiers returning from an Afghanistan/Iraq deployment, by military rank and component. Injury epidemiology 9 (1) (2022)
Rachel Sayko Adams, Jeri E Forster, Jaimie L Gradus, Claire A Hoffmire, Trisha A Hostetter, Mary Jo Larson, Colin G Walsh, Lisa A Brenner, Rachel Sayko Adams, Jeri E Forster, Jaimie L Gradus, Claire A Hoffmire, Trisha A Hostetter, Mary Jo Larson, Colin G Walsh, Lisa A Brenner
Time-dependent suicide rates among Army soldiers returning from an Afghanistan/Iraq deployment, by military rank and component. Injury epidemiology 9 (1) (2022)
Rachel Sayko Adams, Jeri E Forster, Jaimie L Gradus, Claire A Hoffmire, Trisha A Hostetter, Mary Jo Larson, Colin G Walsh, Lisa A Brenner, Rachel Sayko Adams, Jeri E Forster, Jaimie L Gradus, Claire A Hoffmire, Trisha A Hostetter, Mary Jo Larson, Colin G Walsh, Lisa A Brenner
Time-dependent suicide rates among Army soldiers returning from an Afghanistan/Iraq deployment, by military rank and component. Injury epidemiology 9 (1) (2022)
Colin G Walsh, Mollie M McKillop, Patricia Lee, Joyce W Harris, Christopher Simpson, Laurie Lovett Novak
Risky business: a scoping review for communicating results of predictive models between providers and patients. JAMIA open 4 (4) (2021)
Emily E Haroz, Fiona Grubin, Novalene Goklish, Shardai Pioche, Mary Cwik, Allison Barlow, Emma Waugh, Jason Usher, Matthew C Lenert, Colin G Walsh
Designing a Clinical Decision Support Tool That Leverages Machine Learning for Suicide Risk Prediction: Development Study in Partnership With Native American Care Providers. JMIR public health and surveillance 7 (9) (2021)
Lindsey C McKernan, Matthew C Lenert, Leslie J Crofford, Colin G Walsh
Outpatient Engagement and Predicted Risk of Suicide Attempts in Fibromyalgia. Arthritis care & research 71 (9) (2019)
Colin G Walsh, Jessica D Ribeiro, Joseph C Franklin
Predicting suicide attempts in adolescents with longitudinal clinical data and machine learning. Journal of child psychology and psychiatry, and allied disciplines 59 (12) (2018)