Publications by authors named "Colin Walsh"

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Identifying and supporting trafficked individuals: provider and community organization perspectives on existing sociotechnical approaches.
Michelle Gomez, Ellen W Clayton, Colin G Walsh, Kim M Unertl

J Am Med Inform Assoc· December 2025

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A scoping review of models to identify transgender patients in electronic health records.
Robert A Becker, Jhansi U L Kolli, Colin G Walsh

J Am Med Inform Assoc· November 2025

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Barriers and Solutions to Efficient Health Care AI Implementation.
Katherine Musacchio Schafer, Jacob Franklin, Roy H Perlis, Colin Walsh

JAMA Netw Open· November 2025

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Genome sequencing of 35,024 predominantly African ancestry persons addresses gaps in genomics and healthcare.
Cecile Avery, Mojgan Babanejad, James Baker, Xavier Bledsoe, Freida Blostein, Colin Walsh

medRxiv· November 2025

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AI-Driven Clinical Decision Support to Reduce Hospital-Acquired Venous Thromboembolism: A Trial Protocol.
Colin G Walsh, Yufei Long, Laurie Lovett Novak, Megan E Salwei, Benjamin Tillman

JAMA Netw Open· October 2025

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Human-centered design of an artificial intelligence monitoring system: the Vanderbilt Algorithmovigilance Monitoring and Operations System.
Megan E Salwei, Sharon E Davis, Carrie Reale, Laurie L Novak, Colin G Walsh

JAMIA Open· October 2025

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Predicting venous thromboembolism among hospitalized adults: a protocol for development and validation of an implementable real-time prognostic model.
Henry J Domenico, Benjamin F Tillman, Shari L Just, Yeji Ko, Amanda S Mixon, Colin Walsh

Diagn Progn Res· September 2025

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Beyond Model Performance: Information Needs for an Algorithmovigilance Sociotechnical System.
Megan E Salwei, Sharon Davis, Laurie L Novak, Colin Walsh, Carrie Reale

Stud Health Technol Inform· May 2025

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Clinician Perspectives on a Predictive Model for Recommending Opioid Use Disorder Treatment.
Leigh Anne Tang, Michelle Gomez, Uday Suresh, Kristopher A Kast, Robert A Becker, Colin G Walsh

AMIA Annu Symp Proc· May 2025

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Generalizability of Risk Models for Treatment-Resistant Depression Across Three Health Systems.
Colin G Walsh, Michael Ripperger, Thomas H McCoy, Victor Castro, Yirui Hu

medRxiv· May 2025

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Evaluating the impact of modeling choices on the performance of integrated genetic and clinical models.
Theodore J Morley, Drew Willimitis, Michael Ripperger, Hyunjoon Lee, Yu Zhou, Colin G Walsh

Genet Med· April 2025

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Completeness and readability of GPT-4-generated multilingual discharge instructions in the pediatric emergency department.
Alex Gimeno, Kevin Krause, Starina D'Souza, Colin G Walsh

JAMIA Open· October 2024

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Scalable incident detection via natural language processing and probabilistic language models.
Colin G Walsh, Drew Wilimitis, Qingxia Chen, Aileen Wright, Jhansi Kolli

Sci Rep· October 2024

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Enhancing Postmarketing Surveillance of Medical Products With Large Language Models.
Michael E Matheny, Jie Yang, Joshua C Smith, Colin G Walsh, Mohammed A Al-Garadi

JAMA Netw Open· August 2024

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Searching for Value Sensitive Design in Applied Health AI: A Narrative Review.
Yufei Long, Laurie Novak, Colin G Walsh

Yearb Med Inform· August 2024

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Genome-Wide Association Study of Treatment-Resistant Depression: Shared Biology With Metabolic Traits.
JooEun Kang, Victor M Castro, Michael Ripperger, Sanan Venkatesh, David Burstein, Colin G Walsh

Am J Psychiatry· July 2024

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Induced Pluripotent Stem Cells and CRISPR-Cas9 Innovations for Treating Alpha-1 Antitrypsin Deficiency and Glycogen Storage Diseases.
Colin Walsh, Sha Jin

Cells· June 2024

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Prevalence of anomalies on the routine mid-trimester ultrasound: 3172 consecutive cases by a single maternal-fetal medicine specialist.
Colin A Walsh, Nicole Lees

Australas J Ultrasound Med· February 2024

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Characterization of Adult Patients with Autism Spectrum Disorder that Use Patient Portal.
Hannah Slater, Zhijun Yin, Colin G Walsh

AMIA Annu Symp Proc· January 2024

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Practical Considerations and Applied Examples of Cross-Validation for Model Development and Evaluation in Health Care: Tutorial.
Drew Wilimitis, Colin G Walsh

JMIR AI· December 2023

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