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David J. Cronkite · SciRah

Researcher profile · Semantic Scholar

David J. Cronkite

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David J. Cronkite — researcher profile on SciRah

h-index: 15
Works: 46
Citations: 751

Most-cited papers

Using natural language processing to identify problem usage of prescription opioids
David S. Carrell, David J. Cronkite, Roy E. Palmer, Kathleen W. Saunders +4 more
2015Int. J. Medical Informatics117 citations
Semantic Scholar
LPA variants are associated with residual cardiovascular risk in patients receiving statins
Wei-Qi Wei, Xiao-Hui Li, Qi-Ping Feng, M. Kubo +29 more
2018Circulation80 citations Open access
Semantic Scholar
Automated prediction of risk for problem opioid use in a primary care setting.
T. Hylan, M. Von Korff, Kathleen W. Saunders, E. Masters +5 more
2015Journal of Pain74 citations Open access
Semantic Scholar
Incidence, prevalence and trends in polycystic ovary syndrome (PCOS) diagnosis: A United States population-based study from 2006-2019.
Onchee Yu, J. Christ, Renate Schulze-Rath, Jennifer Covey +8 more
2023American Journal of Obstetrics and Gynecology66 citations Open access
Semantic Scholar
The prevalence of problem opioid use in patients receiving chronic opioid therapy: computer-assisted review of electronic health record clinical notes
Roy E. Palmer, David S. Carrell, David J. Cronkite, Kathleen W. Saunders +5 more
2015Pain64 citations
Semantic Scholar
Validation of natural language processing to extract breast cancer pathology procedures and results
Arika Wieneke, E. J. Aiello Bowles, David J. Cronkite, K. Wernli +3 more
2015Journal of Pathology Informatics40 citations Open access
Semantic Scholar
Development of a machine learning model to predict mild cognitive impairment using natural language processing in the absence of screening
R. Penfold, David S. Carrell, David J. Cronkite, C. Pabiniak +6 more
2022BMC Medical Informatics and Decision Making36 citations Open access
Semantic Scholar
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, M. Bann +15 more
2022American Journal of Epidemiology32 citations Open access
Semantic Scholar
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, J. Bobb, David J. Cronkite +10 more
2021JAMA Network Open30 citations Open access
Semantic Scholar
Measuring problem prescription opioid use among patients receiving long-term opioid analgesic treatment: development and evaluation of an algorithm for use in EHR and claims data
David S. Carrell, L. Albertson-Junkans, Arvind Ramaprasan, G. Scull +16 more
2020Journal of Drug Assessment24 citations Open access
Semantic Scholar
“You Can See the Connections”: Facilitating Visualization of Care Priorities in People Living with Multiple Chronic Health Conditions
Hye-Young Ryu, Andrew B. L. Berry, Catherine Y. Lim, A. Hartzler +10 more
2023International Conference on Human Factors in Computing Systems22 citations Open access
Semantic Scholar
The machine giveth and the machine taketh away: a parrot attack on clinical text deidentified with hiding in plain sight
David S. Carrell, David J. Cronkite, Mu-Qun Li, Steve Nyemba +3 more
2019J. Am. Medical Informatics Assoc.20 citations Open access
Semantic Scholar
Evaluation of the portability of computable phenotypes with natural language processing in the eMERGE network
J. Pacheco, Luke V. Rasmussen, Ken Wiley, T. Person +35 more
2023Scientific Reports17 citations Open access
Semantic Scholar
Is the Juice Worth the Squeeze? Costs and Benefits of Multiple Human Annotators for Clinical Text De-identification
David S. Carrell, David J. Cronkite, B. Malin, J. Aberdeen +1 more
2016Methods of Information in Medicine17 citations Open access
Semantic Scholar
Primary Care Opioid Taper Plans Are Associated with Sustained Opioid Dose Reduction
M. Sullivan, D. Boudreau, L. Ichikawa, David J. Cronkite +4 more
2020Journal of general internal medicine15 citations Open access
Semantic Scholar
Clinical documentation of patient-reported medical cannabis use in primary care: Towards scalable extraction using natural language processing methods
David S. Carrell, David J. Cronkite, Mary Shea, Malia M. Oliver +13 more
2022Substance Abuse14 citations Open access
Semantic Scholar
Resilience of clinical text de-identified with "hiding in plain sight" to hostile reidentification attacks by human readers
David S. Carrell, B. Malin, David J. Cronkite, J. Aberdeen +5 more
2020J. Am. Medical Informatics Assoc.14 citations Open access
Semantic Scholar
Using Natural Language Processing to Identify Child Maltreatment in Health Systems
Sonya Negriff, Frances L. Lynch, David J. Cronkite, Roy E. Pardee +1 more
2023International Journal of Child Abuse & Neglect13 citations Open access
Semantic Scholar
Identification and validation of uterine perforation, intrauterine device expulsion, and breastfeeding in four health care systems with electronic health records
M. Anthony, M. Armstrong, D. Getahun, D. Scholes +24 more
2019Clinical Epidemiology11 citations Open access
Semantic Scholar
Natural Language Processing–Identified Problem Opioid Use and Its Associated Health Care Costs
E. Masters, Arvind Ramaprasan, J. Mardekian, Roy E. Palmer +4 more
2018Journal of Pain & Palliative Care Pharmacotherapy8 citations
Semantic Scholar
Loci identified by a genome‐wide association study of carotid artery stenosis in the eMERGE network
M. Palmer, D. S. Kim, D. Crosslin, I. Stanaway +20 more
2020Genetic Epidemiology7 citations Open access
Semantic Scholar
A fully automated algorithm for identifying patients with problem prescription opioid use using electronic health record data
David S. Carrell, J. Mardekian, David J. Cronkite, Arvind Ramaprasan +5 more
20175 citations
Semantic Scholar
Data-driven automated classification algorithms for acute health conditions: applying PheNorm to COVID-19 disease
Joshua C. Smith, Brian D. Williamson, David J. Cronkite, D. Park +14 more
2023J. Am. Medical Informatics Assoc.4 citations
Semantic Scholar
Data-driven automated classification algorithms for acute health conditions: Applying PheNorm to COVID-19 disease
Joshua C. Smith, Daniel Park, Jill Whitaker Bey, M. F. McLemore +15 more
2022American Medical Informatics Association Annual Symposium4 citations
Semantic Scholar
A Novel AMD Severity Scoring System Leveraging the AREDS Studies and Routine Clinical Electronic Medical Records
Cecilia S. Lee, Yu-Ru Su, Rod L. Walker, Chloe Krakauer +9 more
2025Ophthalmology (Rochester, Minn.)3 citations Open access
Semantic Scholar
Risk Factors for Incident Polycystic Ovary Syndrome Diagnosis
Jacob P Christ, Onchee Yu, Brooke Barton, Renate Schulze-Rath +9 more
2024Journal of Women's Health3 citations
Semantic Scholar
Improving physical activity among prostate cancer survivors through a peer-based digital walking program.
Savitha Sangameswaran, Regina Casanova-Perez, H. Patel, David J. Cronkite +5 more
2023AMIA ... Annual Symposium proceedings. AMIA Symposium2 citations
Semantic Scholar
196) The prevalence and characteristics of patients with indicators of opioid abuse within an integrated group practice
Roy E. Palmer, David S. Carrell, David J. Cronkite, Kathleen W. Saunders +4 more
20142 citations Open access
Semantic Scholar
Identifying anaphylaxis using weakly-supervised prediction models and natural language processing
Brian D. Williamson, David J. Cronkite, Onchee Yu, Arvind Ramaprasan +15 more
2026medRxiv1 citations Open access
Semantic Scholar
Development and Validation of a Natural Language Processing Algorithm Using Electronic Health Record Data to Identify Breast Cancer Patients With Low Social Support
C. Kroenke, Rhonda Aoki, Lauren Mammini, Stacey E Alexeeff +6 more
2025JCO oncology advances1 citations Open access
Semantic Scholar
A Systematic Process for Assessing Fitness‐for‐Purpose of Health Outcomes for Computable Phenotyping With Electronic Health Record Data
Nicole M. Gatto, David J. Cronkite, Paige D. Wartko, Robert Ball +12 more
2025medRxiv1 citations Open access
Semantic Scholar
Development and validation of a natural language processing algorithm using electronic health record data to identify patients with breast cancer with low social support.
C. Kroenke, Rhonda Aoki, Lauren Mammini, David J. Cronkite +7 more
2024JCO Oncology Practice1 citations Open access
Semantic Scholar
Finding uncoded anaphylaxis in electronic health records to estimate the sensitivity of ICD10 codes.
B. Hazlehurst, D. Carrell, M. Bann, J. Nelson +5 more
2024American Journal of Epidemiology1 citations Open access
Semantic Scholar
Design of digital walking programs that engage prostate cancer survivors: Needs and preferences from focus groups
Savitha Sangameswaran, Courtney D. Segal, D. Rosenberg, Regina Casanova-Perez +3 more
2021American Medical Informatics Association Annual Symposium1 citations
Semantic Scholar
Abstract 15433: Lpa Variants Are Associated With Residual Cardiovascular Risk in Patients Receiving Statins Abstract
Wei-Qi Wei, Xiao-Hui Li, Qi-Ping Feng, J. Mosley +29 more
20171 citations
Semantic Scholar
Natural Language Processing-Identified Problem Opioid Use And Its Associated Health Care Costs
E. Masters, J. Mardekian, Arvind Ramaprasan, Kathleen W. Saunders +5 more
20161 citations Open access
Semantic Scholar
The EHRsupport Score, an Electronic Health Record-Based Social Support Measure
C. Kroenke, Rhonda Aoki, Jane W. Liang, David J. Cronkite +7 more
2026IEEE International Conference on Healthcare Informatics0 citations
Semantic Scholar
Using Natural Language Processing of Clinical Notes to Supplement Structured Electronic Health Record Data for Phenotyping Smoking and Obesity in a Healthcare System
Jie Yang, B. Gu, H. Pillai, J. Lii +3 more
2026medRxiv0 citations Open access
Semantic Scholar
Age‐related macular degeneration severity and risk of Alzheimer's disease in older adults in a prospective, community‐based cohort study
Chloe Krakauer, Luke Reilly, Yu-Ru Su, Rod L. Walker +8 more
2026Alzheimer's & Dementia0 citations Open access
Semantic Scholar
Evaluation of the EHR-Support Social Support Score in Breast Cancer: Comparison of Count and Item Response Theory Scores
Salene M. W. Jones, Rhonda Aoki, Stacey E Alexeeff, D. Carrell +8 more
2025Population health management0 citations
Semantic Scholar
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, L. Gerstley, Ann Kelley +6 more
2024The Permanente Journal0 citations
Semantic Scholar
Evaluation of the Portability of Natural Language Processing-based Computable Phenotypes in the eMERGE Network
J. Pacheco, Luke V. Rasmussen, Ken Wiley, T. Person +21 more
2021American Medical Informatics Association Annual Symposium0 citations
Semantic Scholar
Addressing physical activity barriers among prostate cancer survivors through a peer-based digital walking program
Regina Casanova-Perez, Harsh Patel, Savitha Sangameswaran, David J. Cronkite +5 more
2019American Medical Informatics Association Annual Symposium0 citations
Semantic Scholar
Interactive Visualization of a Patient’s Electronic Health Information to Assist Manual Chart Review Using Tableau® Software
David S. Carrell, L. Albertson-Junkans, Arvind Ramaprasan, Andrew Baer +1 more
20170 citations Open access
Semantic Scholar
A Lightweight Text Mining Tool for Multisite Research
David J. Cronkite, David S. Carrell
20150 citations Open access
Semantic Scholar
Seattle’s Golden Dreams: Contemporary Perceptions of the Northern Gold Rushes
David J. Cronkite
20110 citations
Semantic Scholar

Frequent co-authors

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David S. Carrell×23
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David S. Carrell — researcher profile on SciRah
Arvind Ramaprasan×9
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Arvind Ramaprasan — researcher profile on SciRah
Roy E. Palmer×7
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Roy E. Palmer — researcher profile on SciRah
E. Masters×7
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E. Masters — researcher profile on SciRah

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M. Von Korff — researcher profile on SciRah

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D. Carrell — researcher profile on SciRah

David E. Gross×6

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David E. Gross — researcher profile on SciRah

Kathleen W. Saunders×5

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Kathleen W. Saunders — researcher profile on SciRah

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T. Hylan — researcher profile on SciRah

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Wei-Qi Wei — researcher profile on SciRah

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I. Kullo — researcher profile on SciRah

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E. Karlson — researcher profile on SciRah