Publications by authors named "Allison B McCoy"

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Integrating rule-based NLP and large language models for statin information extraction from clinical notes.
Siru Liu, Allison B McCoy, Qingyu Chen, Adam Wright

Int J Med Inform· January 2026

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The Pragmatic Removal of Penicillin Allergy Electronic Health Record Labels (PROPEL) Trial: A Randomized Clinical Trial.
Cosby A Stone, Heather L Prigmore, Allison B McCoy, Joanna L Stollings, Mary Lynn Dear

J Allergy Clin Immunol Pract· October 2025

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A Multi-Institutional Evaluation of Billing for Tobacco-Cessation Services: Opportunities to Improve Quality and Enhance Revenue Capture.
Edward Anselm, Derek J Baughman, Marcus Rauhut, Taylor Martin, Ishan Mahajan, Allison B McCoy

AJPM Focus· October 2025

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A standard-based taxonomy of features that affect user response to clinical decision support alerts.
Siru Liu, Allison B McCoy, Dean F Sittig, Josh F Peterson, Thomas A Lasko

BMC Med Inform Decis Mak· October 2025

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A Case Report in Using a Laboratory-Based Decision Support Alert for Research Enrollment and Randomization.
April Barnado, Ryan P Moore, Henry J Domenico, Emily Grace, Sarah Green, Allison B McCoy

Appl Clin Inform· October 2025

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High-Frequency Utilization of the Outpatient Messaging System in a Specialized Outpatient Catatonia Clinic for Individuals with Autism Spectrum Disorder.
Joshua R Smith, Donald G Sengstack, Allison B McCoy, Seri Lim, Sarah Marler

J Child Adolesc Psychopharmacol· September 2025

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Benchmarks after bowel resection in Crohn's disease: implementing clinically meaningful health-related quality of life targets.
Thomas E Ueland, Megan M Shroder, Samuel A Younan, Sara N Horst, Allison B McCoy

Surg Endosc· September 2025

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Optimizing Order Sets With a Large Language Model-Powered Multiagent System.
Siru Liu, Sean S Huang, Allison B McCoy, Aileen P Wright, Sara Horst

JAMA Netw Open· September 2025

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Impact of PREVENT Cardiovascular Risk Equations on Statin Eligibility by Subgroup and Risk Thresholds: A Cross-Sectional Study.
Aileen P Wright, Allison B McCoy, Kimberly Garcia, Peter J Embí, Walter K Clair

J Gen Intern Med· September 2025

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"I worry we'll blow right by it:" Barriers to Uptake of the STRATIFY-CDS for Acute Heart Failure.
Matthew A Christensen, Carrie Reale, Shilo Anders, Tim Coffman, Hala Alaw, Allison B McCoy

Appl Clin Inform· August 2025

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Detecting emergencies in patient portal messages using large language models and knowledge graph-based retrieval-augmented generation.
Siru Liu, Aileen P Wright, Allison B McCoy, Sean S Huang, Bryan Steitz

J Am Med Inform Assoc· June 2025

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Predicting Heart Failure Outcomes Using Patient-Reported Health Status: Real-World Validation of the KCCQ-12.
Bassim R El-Sabawi, Mohammed A Al-Garadi, Bryan D Steitz, Amy M Perkins, Allison B McCoy

J Am Coll Cardiol· June 2025

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Pediatric Predictive Artificial Intelligence Implemented in Clinical Practice from 2010 to 2021: A Systematic Review.
Swaminathan Kandaswamy, Lindsey A Knake, Adam C Dziorny, Sean M Hernandez, Allison B McCoy

Appl Clin Inform· May 2025

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User Actions within a Clinical Decision Support Alert for the Management of Hypertension in Chronic Kidney Disease.
Lipika Samal, Sarah W Chen, Stuart Lipsitz, Heather J Baer, John L Kilgallon, Allison B McCoy

Appl Clin Inform· May 2025

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Impact of a Pharmacist Driven Penicillin Allergy De-labeling Protocol on Rates of Reported Allergy in the Intensive Care Unit.
Mujtaba Mahmud, Shahristan R Kokoy, Joanna L Stollings, Allison B McCoy, Grace Koo

Hosp Pharm· May 2025

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Identifying Stakeholder Requirements for the Development of an Electronic Care Transitions Tool to Improve Health Outcomes for Patients with Multiple Chronic Conditions.
Hongyi Wu, Christian J Tejeda, Joanne Roman Jones, Allison B McCoy, Pamela M Garabedian

AMIA Annu Symp Proc· May 2025

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Improving large language model applications in biomedicine with retrieval-augmented generation: a systematic review, meta-analysis, and clinical development guidelines.
Siru Liu, Allison B McCoy, Adam Wright

J Am Med Inform Assoc· April 2025

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Alert design in the real world: a cross-sectional analysis of interruptive alerting at 9 academic pediatric health systems.
Swaminathan Kandaswamy, Julia K W Yarahuan, Elizabeth A Dobler, Matthew J Molloy, Lindsey A Knake, Allison B McCoy

J Am Med Inform Assoc· April 2025

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Addressing the implementation challenge of risk prediction model due to missing risk factors: The submodel approximation approach.
Tianyi Sun, Allison B McCoy, Alan B Storrow, Dandan Liu

Stat Med· November 2024

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Surgically-relevant quality of life thresholds for the Short Inflammatory Bowel Disease Questionnaire in Crohn's disease.
Thomas E Ueland, Sara N Horst, Megan M Shroder, Fei Ye, Kun Bai, Allison B McCoy

J Gastrointest Surg· August 2024

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Using large language model to guide patients to create efficient and comprehensive clinical care message.
Siru Liu, Aileen P Wright, Allison B Mccoy, Sean S Huang, Julian Z Genkins

J Am Med Inform Assoc· August 2024

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Fellows of the American Medical Informatics Association (FAMIA): Looking Back and Looking Ahead.
Laura Heermann Langford, Kate Fultz Hollis, Margo Edmunds, Allison B McCoy, Eric S Hall

Appl Clin Inform· August 2024

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The Use of Precision Medicine to Support the Precision of Clinical Decisions in care delivery.
Lina Sulieman, Allison B McCoy, Lipika Sama, Josh F Peterson

Yearb Med Inform· August 2024

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Development and Validation of an Automated, Real-Time Predictive Model for Postpartum Hemorrhage.
Holly B Ende, Henry J Domenico, Aleksandra Polic, Amber Wesoloski, Lisa C Zuckerwise, Allison B Mccoy

Obstet Gynecol· July 2024

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Implementable Prediction of Pressure Injuries in Hospitalized Adults: Model Development and Validation.
Thomas J Reese, Henry J Domenico, Antonio Hernandez, Daniel W Byrne, Ryan P Moore, Allison B McCoy

JMIR Med Inform· May 2024

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