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Author Details

Michael Matheny
American College of Medical Informatics, Department of Veteran Affairs, Harvard University T H Chan School of Public Health, Massachusetts Institute of Technology, The American Society for Clinical Investigation, University of Kentucky, Vanderbilt University Medical Center, Vanderbilt University Medical School
0000-0003-3217-4147
1991
256
51
PMIDPaper TitleJournal TitlePublished Year
35012410Characteristics and outcomes of COVID-19 patients with and without asthma from the United States, South Korea, and Europe.J Asthma2023
37669138A framework for understanding label leakage in machine learning for health care.J Am Med Inform Assoc2023
37598263Machine learning to develop a predictive model of pressure injury in persons with spinal cord injury.Spinal Cord2023
37490295Racial and Ethnic Disparities and Facility-Level Variation in GLP-1 RA Prescription among US Veterans with CKD.Clin J Am Soc Nephrol2023
37798822Genetic Inhibition of APOL1 Pore-Forming Function Prevents APOL1-Mediated Kidney Disease.J Am Soc Nephrol2023
37580635Challenges and Opportunities for Secondary Use of Observational Data Following an EHR Transition.J Gen Intern Med2023
37829182Multinational patterns of second line antihyperglycaemic drug initiation across cardiovascular risk groups: federated pharmacoepidemiological evaluation in LEGEND-T2DM.BMJ Med2023
37041457Simulating complex patient populations with hierarchical learning effects to support methods development for post-market surveillance.BMC Med Res Methodol2023
36972846Real-World Safety Analysis of Paclitaxel Devices Used for the Treatment of Peripheral Artery Disease.J Vasc Interv Radiol2023
37231800Documented Adverse Drug Reactions and Discontinuation of Angiotensin-Converting Enzyme Inhibitors and Angiotensin Receptor Blockers in Chronic Kidney Disease.Am J Nephrol2023
37476591Novel integration of governmental data sources using machine learning to identify super-utilization among U.S. counties.Intell Based Med2023
37261792Genome-Wide Association Study of CKD Progression.J Am Soc Nephrol2023
37224985The Association of Organizational Readiness With Lung Cancer Screening Utilization.Am J Prev Med2023
36787125Team-Based Coaching Intervention to Improve Contrast-Associated Acute Kidney Injury: A Cluster-Randomized Trial.Clin J Am Soc Nephrol2023
36470694Development and validation of models for detection of postoperative infections using structured electronic health records data and machine learning.Surgery2023
36871214Cluster Randomized Trial of a Personalized Clinical Decision Support Intervention to Improve Statin Prescribing in Patients With Atherosclerotic Cardiovascular Disease.Circulation2023
36702340Predictors, Disparities, and Facility-Level Variation: SGLT2 Inhibitor Prescription Among US Veterans With CKD.Am J Kidney Dis2023
36331178Magnetic resonance quantification of skeletal muscle lipid infiltration in a humanized mouse model of Duchenne muscular dystrophy.NMR Biomed2023
34799356Effects of the 2021 CKD-EPI Creatinine eGFR Equation among a National US Veteran Cohort.Clin J Am Soc Nephrol2022
35766258Multifaceted Intervention to Improve P2Y12 Inhibitor Adherence After Percutaneous Coronary Intervention: A Stepped Wedge Trial.J Am Heart Assoc2022
35345821Unraveling COVID-19: A Large-Scale Characterization of 4.5 Million COVID-19 Cases Using CHARYBDIS.Clin Epidemiol2022
35796212Development and Validation of a Personalized Model With Transfer Learning for Acute Kidney Injury Risk Estimation Using Electronic Health Records.JAMA Netw Open2022
35413280The Association of Health Care System Resources With Lung Cancer Screening Implementation: A Cohort Study.Chest2022
36713769Meeting the Moment: Addressing Barriers and Facilitating Clinical Adoption of Artificial Intelligence in Medical Diagnosis.NAM Perspect2022
35909993Evaluation of intervertebral body implant performance using active surveillance of electronic health records.BMJ Surg Interv Health Technol2022
35966642Associations Between Gastrointestinal Symptoms and COVID-19 Severity Outcomes Based on a Propensity Score-Weighted Analysis of a Nationwide Cohort.Gastro Hep Adv2022
36393894Advancing the Real-World Evidence for Medical Devices through Coordinated Registry Networks.BMJ Surg Interv Health Technol2022
36120717Open questions and research gaps for monitoring and updating AI-enabled tools in clinical settings.Front Digit Health2022
36188566International cohort study indicates no association between alpha-1 blockers and susceptibility to COVID-19 in benign prostatic hyperplasia patients.Front Pharmacol2022
33523335Facility-Level Variation in Reported Statin-Associated Side Effects Among Patients with Atherosclerotic Cardiovascular Disease-Perspective from the Veterans Affair Healthcare System.Cardiovasc Drugs Ther2022
35015080Utilization Rates of SGLT2 Inhibitors and GLP-1 Receptor Agonists and Their Facility-Level Variation Among Patients With Atherosclerotic Cardiovascular Disease and Type 2 Diabetes: Insights From the Department of Veterans Affairs.Diabetes Care2022
35094685Seek COVER: using a disease proxy to rapidly develop and validate a personalized risk calculator for COVID-19 outcomes in an international network.BMC Med Res Methodol2022
35308988Intrinsic Evaluation of Contextual and Non-contextual Word Embeddings using Radiology Reports.AMIA Annu Symp Proc2022
35033300Association of Rurality With Annual Repeat Lung Cancer Screening in the Veterans Health Administration.J Am Coll Radiol2022
35176872Ankle- and Toe-Brachial Index for Peripheral Artery Disease Identification: Unlocking Clinical Data Through Novel Methods.Circ Cardiovasc Interv2022
35110376Renin-Angiotensin-Aldosterone System Inhibitors and the Risk of AKI in COVID-19 Compared with Influenza.Clin J Am Soc Nephrol2022
35322668Information Extraction From Electronic Health Records to Predict Readmission Following Acute Myocardial Infarction: Does Natural Language Processing Using Clinical Notes Improve Prediction of Readmission?J Am Heart Assoc2022
34791412Optimizing the Impact of Pragmatic Clinical Trials for Veteran and Military Populations: Lessons From the Pain Management Collaboratory.Mil Med2022
34663578Proton-pump inhibitor use is not associated with severe COVID-19-related outcomes: a propensity score-weighted analysis of a national veteran cohort.Gut2022
32749936Long-Term Safety with Sling Mesh Implants for Stress Incontinence.J Urol2021
35419531Validating a Computable Phenotype for Nephrotic Syndrome in Children and Adults Using PCORnet Data.Kidney3602021
33791740Alpha-1 blockers and susceptibility to COVID-19 in benign prostate hyperplasia patients : an international cohort study.medRxiv2021
33512518Development of Electronic Health Record-Based Prediction Models for 30-Day Readmission Risk Among Patients Hospitalized for Acute Myocardial Infarction.JAMA Netw Open2021
33564777International Comparisons of Harmonized Laboratory Value Trajectories to Predict Severe COVID-19: Leveraging the 4CE Collaborative Across 342 Hospitals and 6 Countries: A Retrospective Cohort Study.medRxiv2021
33895824Enhancing trust in AI through industry self-governance.J Am Med Inform Assoc2021
33725121COVID-19 in patients with autoimmune diseases: characteristics and outcomes in a multinational network of cohorts across three countries.Rheumatology (Oxford)2021
33661754Implementation of the COVID-19 Vulnerability Index Across an International Network of Health Care Data Sets: Collaborative External Validation Study.JMIR Med Inform2021
33688639Unraveling COVID-19: a large-scale characterization of 4.5 million COVID-19 cases using CHARYBDIS.Res Sq2021
34950914Leveraging structured and unstructured electronic health record data to detect reasons for suboptimal statin therapy use in patients with atherosclerotic cardiovascular disease.Am J Prev Cardiol2021
34937726Characteristics and outcomes of patients with COVID-19 with and without prevalent hypertension: a multinational cohort study.BMJ Open2021
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Collaborators

Michael E Matheny
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Philip J Scarpace
University of Florida
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Frederic S Resnic
Lahey Hospital & Medical Center
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Nihal T??mer
University of Florida
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Scott L DuVall
University of Utah
Co-authored papers 27
Edward D Siew
Vanderbilt O'Brien Center for Kidney Disease, Vanderbilt University Medical Center
Co-authored papers 25
Kristine E Lynch
University of Utah Health
Co-authored papers 24
Lucila Ohno-Machado
Escola de Administracao de Empresas - FGV, Stanford University, University of California San Diego, University of Sao Paulo, Yale School of Medicine
Co-authored papers 20
George Hripcsak
Columbia University
Co-authored papers 20
Marc A Suchard
University of California los angeles
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Christian Reich
OHDSI Center at The Roux Institute, Northeastern University
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Lucila Ohno-Machado
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Talita Duarte-Salles
Erasmus University Medical Center
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Patrick B Ryan
Columbia University Irving Medical Center
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Glenn T Gobbel
Vanderbilt University Medical Center
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Daniel R Morales
University of Dundee
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Daniel Prieto-Alhambra
University of Oxford
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Fred Nyberg
University of Gothenburg
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Peter R Rijnbeek
Erasmus University Medical Center
Co-authored papers 17
Theodore Speroff
Vanderbilt University Medical Center
Co-authored papers 17
Seng Chan You
Yonsei University College of Medicine
Co-authored papers 16
Talat Alp Ikizler
Vanderbilt University Medical Center
Co-authored papers 15
Albert Prats-Uribe
University of Oxford
Co-authored papers 15
Adriana M Hung
Nashville VA Medical Center, VA Tennessee Valley Healthcare System
Co-authored papers 15
Nigam H Shah
Stanford University
Co-authored papers 14
Thamir M Alshammari
Riyadh Elm University
Co-authored papers 14
Yi Zhang
Malcom Randall Veterans Affairs Medical Center
Co-authored papers 14
Jeremiah R Brown
Geisel School of Medicine at Dartmouth
Co-authored papers 14
Robert A Greevy
Vanderbilt University Medical Center
Co-authored papers 13
Sharidan K Parr
Health Services Research and Development
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Release 1.2