Publications by authors named "Debbie Wilson"

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Narcolepsy and risk of cardiovascular outcomes beyond stimulant use.
Munaza Riaz, Rakesh Bhattacharjee, Weihsuan Lo-Ciganic, Debbie Wilson, Emerson M Wickwire

Sleep· December 2025

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Development and Validation of an Electronic Health Record-Based Algorithm for Identifying Patients With Long-Term Opioid Therapy: Cross-Sectional Study.
Shu Huang, Tianze Jiao, Serena Jingchuan Guo, Jill A Star, Jie Xu, Debbie L Wilson

J Med Internet Res· December 2025

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Protocol for a Single-Arm Pilot Clinical Trial: Developing and Evaluating a Machine Learning Opioid Prediction & Risk-Stratification E-Platform (DEMONSTRATE).
Je-Won J Hong, Debbie L Wilson, Khoa Nguyen, Walid F Gellad, Julie Diiulio

J Clin Med· December 2025

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Development and Validation of Machine-Learning Algorithms to Predict the Onset of Depression Using Electronic Health Record Data: A Prognostic Modeling Study.
Frances R Chen, James L Huang, Debbie L Wilson, Wei-Hsuan Jenny Lo-Ciganic

Stud Health Technol Inform· August 2025

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Development and Validation of a Machine Learning-Based Screening Algorithm to Predict High-Risk Hepatitis C Infection.
Suk-Chan Jang, Wei-Hsuan Lo-Ciganic, Pilar Hernandez-Con, Chanakan Jenjai, James Huang, Debbie L Wilson

Open Forum Infect Dis· August 2025

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Narcolepsy Is Associated With Subclinical Cardiovascular Disease as Early as Childhood: A Big Data Analysis.
Christopher N Kaufmann, Munaza Riaz, Haesuk Park, Wei-Hsuan Lo-Ciganic, Debbie Wilson

J Am Heart Assoc· June 2025

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Identifying Opioid Overdose and Opioid Use Disorder and Related Information from Clinical Narratives Using Large Language Models.
Daniel Paredes, Sankalp Talankar, Cheng Peng, Patrick Balian, Motomoti Lewis, Debbie L Wilson

AMIA Jt Summits Transl Sci Proc· June 2025

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Racial and Ethnic Underserved Populations Prescription Analgesic Use Before and After Lower Extremity Amputation in US Medicare.
Seonkyeong Yang, Debbie L Wilson, Lili Zhou, Deanna C Fernandes, Melanie Bell

Anesth Analg· May 2025

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Using human factors methods to mitigate bias in artificial intelligence-based clinical decision support.
Laura G Militello, Julie Diiulio, Debbie L Wilson, Khoa A Nguyen, Christopher A Harle

J Am Med Inform Assoc· February 2025

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Cardiovascular Safety of Anti-CGRP Monoclonal Antibodies in Older Adults or Adults With Disability With Migraine.
Seonkyeong Yang, Yulia Orlova, Haesuk Park, Steven M Smith, Yi Guo, Debbie L Wilson

JAMA Neurol· February 2025

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Design and development of a machine-learning-driven opioid overdose risk prediction tool integrated in electronic health records in primary care settings.
Khoa Nguyen, Debbie L Wilson, Julie Diiulio, Bradley Hall, Laura Militello

Bioelectron Med· October 2024

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How can trial designs better serve the needs of children and young people with juvenile idiopathic arthritis?
Freya Luling Feilding, Laura Crosby, Emily Earle, Richard Beesley, Kerry Leslie, Debbie Wilson

Lancet Rheumatol· September 2024

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Trends in the appropriateness of oral antibiotic prescriptions dispensed in the United States from 2010 to 2018.
Mahek Garg, Veena Venugopalan, Scott M Vouri, Vakaramoko Diaby, Nicole M Iovine, Debbie L Wilson

Pharmacotherapy· September 2024

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Characteristics of US Medicare Beneficiaries with Chronic Cough vs. Non-Chronic Cough: 2011-2018.
Seonkyeong Yang, Shu Huang, Juan M Hincapie-Castillo, Xuehua Ke, Helen Ding, Debbie L Wilson

J Clin Med· August 2024

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An explainable machine learning framework for predicting the risk of buprenorphine treatment discontinuation for opioid use disorder among commercially insured individuals.
Jabed Al Faysal, Md Noor-E-Alam, Gary J Young, Wei-Hsuan Lo-Ciganic, Amie J Goodin, Debbie L Wilson

Comput Biol Med· July 2024

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Coccidioides Serologic Screening Practices in Individuals With Rheumatic and Autoimmune Diseases.
Debbie L Wilson, Shubha Kollampare, C Kent Kwoh, Lili Zhou, Erin L Ashbeck

ACR Open Rheumatol· June 2024

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Association between trajectories of adherence to endocrine therapy and risk of treated breast cancer recurrence among US nonmetastatic breast cancer survivors.
Ching-Yuan Chang, Bobby L Jones, Juan M Hincapie-Castillo, Haesuk Park, Coy D Heldermon, Debbie L Wilson

Br J Cancer· June 2024

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Association between Opioid-Benzodiazepine Trajectories and Injurious Fall Risk among US Medicare Beneficiaries.
Grace Hsin-Min Wang, Juan M Hincapie-Castillo, Walid F Gellad, Bobby L Jones, Ronald I Shorr, Debbie L Wilson

J Clin Med· June 2024

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Risk of Coccidioidomycosis Infection Among Individuals Using Biologic Response Modifiers, Corticosteroids, and Oral Small Molecules.
Debbie L Wilson, Lili Zhou, Dominick G Sudano, Erin L Ashbeck, C Kent Kwoh

ACR Open Rheumatol· May 2024

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Identifying social determinants of health from clinical narratives: A study of performance, documentation ratio, and potential bias.
Zehao Yu, Cheng Peng, Xi Yang, Chong Dang, Prakash Adekkanattu, Debbie L Wilson

J Biomed Inform· May 2024

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Association between trajectories of prescription opioid use and risk of opioid use disorder and overdose among US nonmetastatic breast cancer survivors.
Ching-Yuan Chang, Bobby L Jones, Juan M Hincapie-Castillo, Haesuk Park, Coy D Heldermon, Debbie L Wilson

Breast Cancer Res Treat· April 2024

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Trajectories of adherence to extended treatment with direct oral anticoagulants and risks of recurrent venous thromboembolism and major bleeding.
Hye-Rim Kang, Bobby L Jones, Wei-Hsuan Lo-Ciganic, Christina E DeRemer, Eric A Dietrich, Debbie L Wilson

J Manag Care Spec Pharm· November 2023

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Association between Antidepressants and Dementia Risk in Older Adults with Depression: A Systematic Review and Meta-Analysis.
Grace Hsin-Min Wang, Piaopiao Li, Yehua Wang, Jingchuan Guo, Debbie L Wilson

J Clin Med· October 2023

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Patterns of Cough Medication Prescribing among Patients with Chronic Cough in Florida: 2012-2021.
Seonkyeong Yang, Shu Huang, Juan M Hincapie-Castillo, Xuehua Ke, Helen Ding, Debbie L Wilson

J Clin Med· September 2023

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