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Michael E. Matheny

biomedical informatics

65H-index
512Paper Count
1.6WCitation Count
Published Papers 147
Publication Date
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Health Information Exchanges (HIEs) as Novel Sources for Population-Based Post Marketing Surveillance of Medical Products: A Pilot Study from the FDA Sentinel Innovation Center
errDrug Safety
IF3.8
err2026-04-13
err0
PREAI
errAnjum Khurshid; David Kendrick; Haritha S. Pillai; Jenny Sun; Eliel Oliveira; Alexis Jaquish; Sarah K. Dutcher; Patricia Bright; Youjin Wang; Jie Li; Tiffany Austin; Patrick J. Heagerty; Michael E. Matheny; Sebastian Schneeweiss; Rishi J. Desai
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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
errAMERICAN JOURNAL OF EPIDEMIOLOGY
IF4.8
err2025-12-01
err0
errOAAI
errLeNoue-Newton, Michele; Al-Garadi, Mohammed; Ngan, Kerry; Pillai, Haritha; Reeves, Ruth M.; Park, Daniel; Westerman, Dax M.; Hernandez-Munoz, Jose J.; Wang, Xi; Kuzucan, Aida; Wang, Shirley, V; Lin, Kueiyu Joshua; Fuller, Candace C.; McPheeters, Melissa; Matheny, Michael E.; Desai, Rishi J.
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errSave
Estimation of Risk-Adjusted Postoperative Infection Outcomes Using Interpretable Machine Learning and Electronic Health Record Data
errAmerican Journal of Infection Control
IF2.4
err2025-10-01
err0
PREAI
errKathryn L. Colborn; Yizhou Fei; William G. Henderson; Yaxu Zhuang; Adam R. Dyas; Michael E. Matheny; Christina M. Stuart; Robert A. Meguid
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errSave
Validation of Data in the Veteran Health Administration Electronic Medical Record for Identification of Tobacco Use
errAnnals of Epidemiology
IF3
err2025-09-03
err0
errOAAI
errBrian J. Douthit; Julie Kim; Amber J. Hackstadt; Daniel Park; Robert Winter; null Jessica Deere; Lucy B. Spalluto; Sally J. York; Fred Hendler; Robert S. Dittus; Dana E. Christofferson; Michael E. Matheny; Hilary A. Tindle; Christianne L. Roumie; Jennifer A. Lewis
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errSave
Unlocking efficiency in real-world collaborative studies: a multi-site international study with one-shot lossless GLMM algorithm
errnpj Digital Medicine
IF15.1
err2025-07-19
err0
errOAAI
errJiayi Tong; Jenna M. Reps; Chongliang Luo; Yiwen Lu; Lu Li; Juan Manuel Ramirez-Anguita; Milou T. Brand; Scott L. DuVall; Thomas Falconer; Alex Mayer Fuentes; Xing He; Michael E. Matheny; Miguel A. Mayer; Bhavnisha K. Patel; Katherine R. Simon; Marc A. Suchard; Guojun Tang; Benjamin Viernes; Ross D. Williams; Mui van Zandt; Fei Wang; Jiang Bian; Jiayu Zhou; David A. Asch; Yong Chen
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Real-time automated billing for tobacco treatment: developing and validating a scalable machine learning approach
errJAMIA OPEN
IF3.4
err2025-06-01
err0
errOAAI
errBaughman, Derek J.; Qassem, Layth; Sulieman, Lina; Matheny, Michael E.; Fabbri, Daniel; Tindle, Hilary A.; Goodman, Aubrey Cole; Nelson, Scott D.; Wright, Adam
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errSave
Cost-Effectiveness of Team-Based Coaching With Surveillance for Prevention of Acute Kidney Injuries
errJAMA NETWORK OPEN
IF9.7
err2025-04-02
err1
errOAAI
errXiao, David; Davis, Sharon E.; Godfrey, Caroline M.; Yu, Hanxuan; Sullivan, Elizabeth; Zhu, Jinyi; Leech, Ashley A.; Cox, Kevin C.; Ricket, Iben; Matheny, Michael E.; Brown, Jeremiah R.; Deppen, Stephen A.
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Emerging algorithmic bias: fairness drift as the next dimension of model maintenance and sustainability
errJOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION
IF4.6
err2025-03-13
err0
errOAAI
errDavis, Sharon E.; Dorn, Chad; Park, Daniel J.; Matheny, Michael E.
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errSave
Artificial Intelligence In Health And Health Care: Priorities For Action
errHEALTH AFFAIRS
IF8.1
err2025-02-01
err2
PREAI
errMatheny, Michael E.; Goldsack, Jennifer C.; Saria, Suchi; Shah, Nigam H.; Gerhart, Jacqueline; Cohen, I. Glenn; Price II, W. Nicholson; Patel, Bakul; Payne, Philip R. O.; Embi, Peter J.; Anderson, Brian; Horvitz, Eric
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errSave
Predicting Nephrotoxic Acute Kidney Injury in Hospitalized Adults: A Machine Learning Algorithm
errKIDNEY MEDICINE
IF3.4
err2024-12-01
err0
errOAAI
errGriffin, Benjamin R.; Mudireddy, Avinash; Horne, Benjamin D.; Chonchol, Michel; Goldstein, Stuart L.; Goto, Michihiko; Matheny, Michael E.; Street, W. Nick; Vaughan-Sarrazin, Mary; Jalal, Diana I.; Misurac, Jason
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Scalable incident detection via natural language processing and probabilistic language models
errSCIENTIFIC REPORTS
IF3.9
err2024-10-08
err1
errOAAI
errWalsh, Colin G.; Wilimitis, Drew; Chen, Qingxia; Wright, Aileen; Kolli, Jhansi; Robinson, Katelyn; Ripperger, Michael A.; Johnson, Kevin B.; Carrell, David; Desai, Rishi J.; Mosholder, Andrew; Dharmarajan, Sai; Adimadhyam, Sruthi; Fabbri, Daniel; Stojanovic, Danijela; Matheny, Michael E.; Bejan, Cosmin A.
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errSave
Sodium-Glucose Cotransporter-2 Inhibitor and Glucagon-Like Peptide-1 Receptor Agonist Discontinuation in Patients with CKD
errJOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY
IF9.4
err2024-08-26
err1
PREAI
errGregg, L. Parker; Richardson, Peter A.; Nambi, Vijay; Petersen, Laura A.; Matheny, Michael E.; Virani, Salim S.; Navaneethan, Sankar D.
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errSave
Genome-wide association study of hospitalized patients and acute kidney injury
errKIDNEY INTERNATIONAL
IF12.6
err2024-08-01
err1
PREAI
errSiew, Edward D.; Hellwege, Jacklyn N.; Hung, Adriana M.; Birkelo, Bethany C.; Vincz, Andrew J.; Parr, Sharidan K.; Denton, Jason; Greevy, Robert A.; Robinson-Cohen, Cassianne; Liu, Hongbo; Susztak, Katalin; Matheny, Michael E.; Edwards, Digna R. Velez
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errSave
Use of noisy labels as weak learners to identify incompletely ascertainable outcomes: A Feasibility study with opioid-induced respiratory depression
errHELIYON
IF3.6
err2024-03-01
err0
errOAAI
errJeffery, Alvin D.; Fabbri, Daniel; Reeves, Ruth M.; Matheny, Michael E.
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errSave
The Association of Organizational Readiness With Lung Cancer Screening Utilization
errAMERICAN JOURNAL OF PREVENTIVE MEDICINE
IF4.5
err2023-11-01
err0
errOAAI
errLewis, Jennifer A.; Samuels, Lauren R.; Weems, Jacy; Park, Daniel; Winter, Robert; Lindsell, Christopher J.; Callaway-Lane, Carol; Audet, Carolyn; Slatore, Christopher G.; Wiener, Renda Soylemez; Dittus, Robert S.; Kripalani, Sunil; Yankelevitz, David F.; Henschke, Claudia I.; Moghanaki, Drew; Matheny, Michael E.; Vogus, Timothy J.; Roumie, Christianne L.; Spalluto, Lucy B.
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Using intervention mapping to design and implement a multicomponent intervention to improve antibiotic and NSAID prescribing
errTRANSLATIONAL BEHAVIORAL MEDICINE
IF3
err2023-10-19
err1
errOAAI
errReese, Thomas J.; Mixon, Amanda S.; Matheny, Michael E.; Flatt, Christina N.; Rubenstein, Melissa; Han, Jin H.; Wrenn, Jesse; Dagostino, Chloe; Bonnet, Kemberlee; Anders, Shilo; Schlundt, David; Ward, Michael J.
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errSave
Genetic Inhibition of APOL1 Pore-Forming Function Prevents APOL1-Mediated Kidney Disease
errJOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY
IF9.4
err2023-10-06
err19
errOAAI
errHung, Adriana M.; Assimon, Victoria A.; Chen, Hua-Chang; Yu, Zhihong; Vlasschaert, Caitlyn; Triozzi, Jefferson L.; Chan, Helen; Wheless, Lee; Wilson, Otis; Shah, Shailja C.; Mack, Taralynn; Thompson, Trevor; Matheny, Michael E.; Chandrasekar, Saranya; Mozaffari, Sahar V.; Chung, Cecilia P.; Tsao, Philip; Susztak, Katalin; Siew, Edward D.; Estrada, Karol; Gaziano, J. Michael; Graham, Robert R.; Tao, Ran; Hoek, Maarten; Robinson-Cohen, Cassianne; Green, Eric M.; Bick, Alexander G.; Million Vet Program
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Multinational patterns of second line antihyperglycaemic drug initiation across cardiovascular risk groups: federated pharmacoepidemiological evaluation in LEGEND-T2DM
errBMJ MEDICINE
IF10
err2023-10-06
err10
errOAAI
errKhera, Rohan; Dhingra, Lovedeep Singh; Aminorroaya, Arya; Li, Kelly; Zhou, Jin J.; Arshad, Faaizah; Blacketer, Clair; Bowring, Mary G.; Bu, Fan; Cook, Michael; Dorr, David A.; Duarte-Salles, Talita; Duvall, Scott L.; Falconer, Thomas; French, Tina E.; Hanchrow, Elizabeth E.; Horban, Scott; Lau, Wallis C. Y.; Li, Jing; Liu, Yuntian; Lu, Yuan; Man, Kenneth K. C.; Matheny, Michael E.; Mathioudakis, Nestoras; Mclemore, Michael F.; Minty, Evan; Morales, Daniel R.; Nagy, Paul; Nishimura, Akihiko; Ostropolets, Anna; Pistillo, Andrea; Posada, Jose D.; Pratt, Nicole; Reyes, Carlen; Ross, Joseph S.; Seager, Sarah; Shah, Nigam; Simon, Katherine; Wan, Eric Y. F.; Yang, Jianxiao; Yin, Can; You, Seng Chan; Schuemie, Martijn J.; Ryan, Patrick B.; Hripcsak, George; Krumholz, Harlan; Suchard, Marc A.
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Challenges and Opportunities for Secondary Use of Observational Data Following an EHR Transition
errJOURNAL OF GENERAL INTERNAL MEDICINE
IF4.2
err2023-08-14
err1
errOAAI
errMatheny, Michael E.; Gelman, Hannah M.; Souden, Maria; Lu, Zhenyu; DuVall, Scott L.; Gonsoulin, Margaret E.
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errSave
Racial and Ethnic Disparities and Facility-Level Variation in GLP-1 RA Prescription among US Veterans with CKD
errCLINICAL JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY
IF7.1
err2023-07-25
err4
PREAI
errGregg, L. Parker; Worsley, Melandrea L.; Ramsey, David J.; Segar, Matthew W.; Matheny, Michael E.; Virani, Salim S.; Navaneethan, Sankar D.
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
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Nicholas J. Wareham
H-index: 233 · Papers: 2.2K
P
Peter W.F. Wilson
H-index: 188 · Papers: 1.2K
E
Ewout W. Steyerberg
H-index: 176 · Papers: 1.9K
M
Markku Laakso
H-index: 171 · Papers: 1.2K
P
Paul Elliott
H-index: 169 · Papers: 1.4K
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