Publications by authors named "Michael Matheny"

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Augmenting fact and date of death in electronic health records using internet media sources: a validation study from two large healthcare systems.
Michele LeNoue-Newton, Mohammed Al-Garadi, Kerry Ngan, Haritha Pillai, Ruth M Reeves, Michael E Matheny

Am J Epidemiol· November 2025

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Differences in prognostic value of and mutations in older and younger patient populations with acute myeloid leukemia.
Claudio A Mosse, Michele LeNoue-Newton, Julie A Lynch, Amy M Perkins, Fern Fitzhenry, Michael E Matheny

medRxiv· November 2025

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Validation of data in the Veteran health administration electronic medical record for identification of tobacco use.
Brian J Douthit, Julie Kim, Amber J Hackstadt, Daniel Park, Robert Winter, Michael E Matheny

Ann Epidemiol· October 2025

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Estimation of risk-adjusted postoperative infection outcomes using interpretable machine learning and electronic health record data.
Kathryn L Colborn, Yizhou Fei, William G Henderson, Yaxu Zhuang, Adam R Dyas, Michael E Matheny

Am J Infect Control· October 2025

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Blood Pressure and Risk of Clinical Events in Peripheral Artery Disease.
Saket Girotra, Mary Vaughan-Sarrazin, James A de Lemos, Paul S Chan, Ajay K Gupta, Michael E Matheny

medRxiv· October 2025

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Integrating electronic health records with other data sources for postmarket drug safety signal identification: a review.
Julie V Kim, Sharon E Davis, Michael E Matheny, Joshua C Smith

Front Drug Saf Regul· September 2025

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Risk of Thyroid Tumors With GLP-1 Receptor Agonists: A Retrospective Cohort Study.
Daniel R Morales, Fan Bu, Benjamin Viernes, Scott L DuVall, Michael E Matheny

Diabetes Care· August 2025

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Automated Extraction of Mortality Information From Publicly Available Sources Using Large Language Models: Development and Evaluation Study.
Mohammed Al-Garadi, Michele LeNoue-Newton, Michael E Matheny, Melissa McPheeters, Jill M Whitaker

J Med Internet Res· August 2025

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A Statistical Framework to Detect and Quantify Operator-Learning Curves in Medical Device Safety Evaluation.
Henry C Ssemaganda, Sharon E Davis, Usha S Govindarajulu, Jejo D Koola, Jialin Mao, Michael E Matheny

Med Devices (Auckl)· July 2025

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Unlocking efficiency in real-world collaborative studies: a multi-site international study with one-shot lossless GLMM algorithm.
Jiayi Tong, Jenna M Reps, Chongliang Luo, Yiwen Lu, Lu Li, Michael E Matheny

NPJ Digit Med· July 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, Michael E Matheny

J Am Coll Cardiol· June 2025

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Real-time automated billing for tobacco treatment: developing and validating a scalable machine learning approach.
Derek J Baughman, Layth Qassem, Lina Sulieman, Michael E Matheny, Daniel Fabbri

JAMIA Open· June 2025

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Neural network models for predicting readmission among patients undergoing peripheral vascular intervention using electronic health record data and clinical registry data.
Jialin Mao, Philip Goodney, Samprit Banerjee, Zoran Kostic, Kim Smolderen, Michael E Matheny

BMJ Surg Interv Health Technol· June 2025

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National Survey of Lung Cancer Screening Eligibility in United States Veterans.
Jennifer A Lewis, Allison Stranick, Jacquelyn Pennings, Lauren R Samuels, Susan Byerly, Michael E Matheny

Am J Prev Med· May 2025

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Emerging algorithmic bias: fairness drift as the next dimension of model maintenance and sustainability.
Sharon E Davis, Chad Dorn, Daniel J Park, Michael E Matheny

J Am Med Inform Assoc· May 2025

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Sustained Improvements After Intervention to Prevent Contrast-Associated Acute Kidney Injury: A Randomized Controlled Trial.
Michael E Matheny, Elizabeth Carpenter-Song, Iben M Ricket, Richard J Solomon, Meagan E Stabler

J Am Heart Assoc· May 2025

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Semaglutide and Nonarteritic Anterior Ischemic Optic Neuropathy.
Cindy X Cai, Michelle Hribar, Sally Baxter, Kerry Goetz, Swarup S Swaminathan, Michael Matheny

JAMA Ophthalmol· April 2025

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Adapting a Risk Prediction Tool for Neonatal Opioid Withdrawal Syndrome.
Thomas J Reese, Andrew D Wiese, Ashley A Leech, Henry J Domenico, Elizabeth A McNeer, Michael E Matheny

Pediatrics· April 2025

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Long-Term Outcomes of Peripheral Artery Disease in Veterans: Analysis of the Peripheral Artery Disease Long-Term Survival Study (PEARLS).
Saket Girotra, Qiang Li, Mary Vaughan-Sarrazin, Brian C Lund, Mohammad Al-Garadi, Michael E Matheny

J Am Heart Assoc· April 2025

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Cost-Effectiveness of Team-Based Coaching With Surveillance for Prevention of Acute Kidney Injuries.
David Xiao, Sharon E Davis, Caroline M Godfrey, Hanxuan Yu, Elizabeth Sullivan, Michael E Matheny

JAMA Netw Open· April 2025

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Embracing Generative Artificial Intelligence in Clinical Research and Beyond: Opportunities, Challenges, and Solutions.
Henry P Foote, Chuan Hong, Mohd Anwar, Maria Borentain, Kevin Bugin, Michael E Matheny

JACC Adv· March 2025

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Risk of aortic aneurysm or dissection following use of fluoroquinolones: a retrospective multinational network cohort study.
Jack L Janetzki, Jung Ho Kim, Evan Minty, Jung Ah Lee, Daniel R Morales, Michael E Matheny

EClinicalMedicine· March 2025

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Capacity assessment for EHR-based medical device post-market surveillance for synthetic mid-urethral slings among women with stress urinary incontinence: a NEST consortium study.
Michael E Matheny, Amy M Perkins, Kimberly Rieger-Christ, Joseph S Ross, Jialin Mao

BMJ Surg Interv Health Technol· February 2025

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Detecting Opioid Use Disorder in Health Claims Data With Positive Unlabeled Learning.
Praveen Kumar, Fariha Moomtaheen, Scott A Malec, Jeremy J Yang, Cristian G Bologa, Michael E Matheny

IEEE J Biomed Health Inform· February 2025

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Augmenting the Hospital Score with social risk factors to improve prediction for 30-day readmission following acute myocardial infarction.
Iben Ricket, Michael E Matheny, Ruth M Reeves, Rashmee U Shah, Christine A Goodrich

Med Res Arch· November 2024

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