Publications by authors named "David Carrell"

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Evaluation of the Electronic Health Record-Support Social Support Score in Breast Cancer: Comparison of Count and Item Response Theory Scores.
Salene M W Jones, Rhonda-Lee F Aoki, Stacey E Alexeeff, David Carrell, David Cronkite

Popul Health Manag· December 2025

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Finding uncoded anaphylaxis in electronic health records to estimate the sensitivity of International Classification of Diseases, Tenth Revision, Clinical Modification codes.
Brian Hazlehurst, David S Carrell, Maralyssa A Bann, Jennifer Nelson, Susan Gruber

Am J Epidemiol· 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, David Carrell

Sci Rep· October 2024

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The FDA Sentinel Real World Evidence Data Enterprise (RWE-DE).
Rishi J Desai, Keith Marsolo, Joshua Smith, David Carrell, Robert Penfold

Pharmacoepidemiol Drug Saf· October 2024

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Protocol for Designing a Model to Predict the Likelihood of Psychosis From Electronic Health Records Using Natural Language Processing and Machine Learning.
Icelini Stavers-Sosa, David J Cronkite, Lawrence D Gerstley, Ann Kelley, Linda Kiel, David S Carrell

Perm J· September 2024

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A general framework for developing computable clinical phenotype algorithms.
David S Carrell, James S Floyd, Susan Gruber, Brian L Hazlehurst, Patrick J Heagerty

J Am Med Inform Assoc· August 2024

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Data-driven automated classification algorithms for acute health conditions: applying PheNorm to COVID-19 disease.
Joshua C Smith, Brian D Williamson, David J Cronkite, Daniel Park, Jill M Whitaker, David S Carrell

J Am Med Inform Assoc· February 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, David Carrell

medRxiv· December 2023

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Author Correction: Genetic variation in the human leukocyte antigen region confers susceptibility to Clostridioides difficile infection.
Kathleen Ferar, Taryn O Hall, Dana C Crawford, Robb Rowley, Benjamin A Satterfield, David Carrell

Sci Rep· November 2023

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Genetic variation in the human leukocyte antigen region confers susceptibility to Clostridioides difficile infection.
Kathleen Ferar, Taryn O Hall, Dana C Crawford, Robb Rowley, Benjamin A Satterfield, David Carrell

Sci Rep· October 2023

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Multi-ancestry genome- and phenome-wide association studies of diverticular disease in electronic health records with natural language processing enriched phenotyping algorithm.
Yoonjung Yoonie Joo, Jennifer A Pacheco, William K Thompson, Laura J Rasmussen-Torvik, Luke V Rasmussen, David S Carrell

PLoS One· May 2023

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Improving Methods of Identifying Anaphylaxis for Medical Product Safety Surveillance Using Natural Language Processing and Machine Learning.
David S Carrell, Susan Gruber, James S Floyd, Maralyssa A Bann, Kara L Cushing-Haugen

Am J Epidemiol· February 2023

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Characterizing variability of electronic health record-driven phenotype definitions.
Pascal S Brandt, Abel Kho, Yuan Luo, Jennifer A Pacheco, Theresa L Walunas, David S Carrell

J Am Med Inform Assoc· February 2023

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Evaluation of the portability of computable phenotypes with natural language processing in the eMERGE network.
Jennifer A Pacheco, Luke V Rasmussen, Ken Wiley, Thomas Nate Person, David J Cronkite, David S Carrell

Sci Rep· February 2023

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Validation of Acute Pancreatitis Among Adults in an Integrated Healthcare System.
James S Floyd, Maralyssa A Bann, Andrew H Felcher, Daniel Sapp, Michael D Nguyen, David S Carrell

Epidemiology· January 2023

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Patient characteristics, pain treatment patterns, and incidence of total joint replacement in a US population with osteoarthritis.
Mayura Shinde, Carla Rodriguez-Watson, Tancy C Zhang, David S Carrell, Aaron B Mendelsohn

BMC Musculoskelet Disord· September 2022

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Development of a machine learning model to predict mild cognitive impairment using natural language processing in the absence of screening.
Robert B Penfold, David S Carrell, David J Cronkite, Chester Pabiniak, Tammy Dodd

BMC Med Inform Decis Mak· May 2022

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Comparison of Medical Cannabis Use Reported on a Confidential Survey vs Documented in the Electronic Health Record Among Primary Care Patients.
Gwen T Lapham, Theresa E Matson, David S Carrell, Jennifer F Bobb, Casey Luce

JAMA Netw Open· May 2022

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Clinical documentation of patient-reported medical cannabis use in primary care: Toward scalable extraction using natural language processing methods.
David S Carrell, David J Cronkite, Mary Shea, Malia Oliver, Casey Luce

Subst Abus· April 2022

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Arrhythmia Variant Associations and Reclassifications in the eMERGE-III Sequencing Study.
Andrew M Glazer, Giovanni Davogustto, Christian M Shaffer, Carlos G Vanoye, Reshma R Desai, David S Carrell

Circulation· March 2022

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The Authors Respond.
James S Floyd, Susan Gruber, David S Carrell, Maralyssa A Bann

Epidemiology· January 2022

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Under-specification as the source of ambiguity and vagueness in narrative phenotype algorithm definitions.
Jingzhi Yu, Jennifer A Pacheco, Anika S Ghosh, Yuan Luo, Chunhua Weng, David S Carrell

BMC Med Inform Decis Mak· January 2022

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Letter to the Editor re Beachler, et al, 2021.
Susan Gruber, David S Carrell, James S Floyd, Jennifer C Nelson, Brian L Hazlehurst

Pharmacoepidemiol Drug Saf· December 2021

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Prevalence of Medical Cannabis Use and Associated Health Conditions Documented in Electronic Health Records Among Primary Care Patients in Washington State.
Theresa E Matson, David S Carrell, Jennifer F Bobb, David J Cronkite, Malia M Oliver

JAMA Netw Open· May 2021

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Medical records-based chronic kidney disease phenotype for clinical care and "big data" observational and genetic studies.
Ning Shang, Atlas Khan, Fernanda Polubriaginof, Francesca Zanoni, Karla Mehl, David S Carrell

NPJ Digit Med· April 2021

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