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Author Details

Michael E Matheny
2000
185
42
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
37580635Challenges and Opportunities for Secondary Use of Observational Data Following an EHR Transition.J Gen Intern Med2023
37798822Genetic Inhibition of APOL1 Pore-Forming Function Prevents APOL1-Mediated Kidney Disease.J Am Soc Nephrol2023
37476591Novel integration of governmental data sources using machine learning to identify super-utilization among U.S. counties.Intell Based Med2023
36702340Predictors, Disparities, and Facility-Level Variation: SGLT2 Inhibitor Prescription Among US Veterans With CKD.Am J Kidney Dis2023
36470694Development and validation of models for detection of postoperative infections using structured electronic health records data and machine learning.Surgery2023
37041457Simulating complex patient populations with hierarchical learning effects to support methods development for post-market surveillance.BMC Med Res Methodol2023
37224985The Association of Organizational Readiness With Lung Cancer Screening Utilization.Am J Prev Med2023
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
35909993Evaluation of intervertebral body implant performance using active surveillance of electronic health records.BMJ Surg Interv Health Technol2022
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
36120717Open questions and research gaps for monitoring and updating AI-enabled tools in clinical settings.Front Digit Health2022
36393894Advancing the Real-World Evidence for Medical Devices through Coordinated Registry Networks.BMJ Surg Interv Health Technol2022
36713769Meeting the Moment: Addressing Barriers and Facilitating Clinical Adoption of Artificial Intelligence in Medical Diagnosis.NAM Perspect2022
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
35308988Intrinsic Evaluation of Contextual and Non-contextual Word Embeddings using Radiology Reports.AMIA Annu Symp Proc2022
34791412Optimizing the Impact of Pragmatic Clinical Trials for Veteran and Military Populations: Lessons From the Pain Management Collaboratory.Mil Med2022
35033300Association of Rurality With Annual Repeat Lung Cancer Screening in the Veterans Health Administration.J Am Coll Radiol2022
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
35110376Renin-Angiotensin-Aldosterone System Inhibitors and the Risk of AKI in COVID-19 Compared with Influenza.Clin J Am Soc Nephrol2022
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
35176872Ankle- and Toe-Brachial Index for Peripheral Artery Disease Identification: Unlocking Clinical Data Through Novel Methods.Circ Cardiovasc Interv2022
34472654Improving the prediction of long-term readmission and mortality using a novel biomarker panel.J Card Surg2021
35419531Validating a Computable Phenotype for Nephrotic Syndrome in Children and Adults Using PCORnet Data.Kidney3602021
34174396Adaptation of an NLP system to a new healthcare environment to identify social determinants of health.J Biomed Inform2021
33688639Unraveling COVID-19: a large-scale characterization of 4.5 million COVID-19 cases using CHARYBDIS.Res Sq2021
33791740Alpha-1 blockers and susceptibility to COVID-19 in benign prostate hyperplasia patients : an international cohort study.medRxiv2021
34111501Comparison of COVID-19 versus influenza on the incidence, features, and recovery from acute kidney injury in hospitalized United States Veterans.Kidney Int2021
33895824Enhancing trust in AI through industry self-governance.J Am Med Inform Assoc2021
34051088Privacy-protecting, reliable response data discovery using COVID-19 patient observations.J Am Med Inform Assoc2021
34272262Characteristics and Outcomes of Over 300,000 Patients with COVID-19 and History of Cancer in the United States and Spain.Cancer Epidemiol Biomarkers Prev2021
34267326Characteristics and outcomes of 627 044 COVID-19 patients living with and without obesity in the United States, Spain, and the United Kingdom.Int J Obes (Lond)2021
34042996Association of Wearable Device Use With Pulse Rate and Health Care Use in Adults With Atrial Fibrillation.JAMA Netw Open2021
33725121COVID-19 in patients with autoimmune diseases: characteristics and outcomes in a multinational network of cohorts across three countries.Rheumatology (Oxford)2021
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
33512518Development of Electronic Health Record-Based Prediction Models for 30-Day Readmission Risk Among Patients Hospitalized for Acute Myocardial Infarction.JAMA Netw Open2021
33661754Implementation of the COVID-19 Vulnerability Index Across an International Network of Health Care Data Sets: Collaborative External Validation Study.JMIR Med Inform2021
33975825Use of repurposed and adjuvant drugs in hospital patients with covid-19: multinational network cohort study.BMJ2021
32749936Long-Term Safety with Sling Mesh Implants for Stress Incontinence.J Urol2021
32916177Renin-angiotensin aldosterone inhibitor use at hospital discharge among patients with moderate to severe acute kidney injury and its association with recurrent acute kidney injury and mortality.Kidney Int2021
33342753Renin-angiotensin system blockers and susceptibility to COVID-19: an international, open science, cohort analysis.Lancet Digit Health2021
33269356Use of dialysis, tracheostomy, and extracorporeal membrane oxygenation among 842,928 patients hospitalized with COVID-19 in the United States.medRxiv2021
34988146Reducing readmissions in patients with cirrhosis: the time to act is now.Ann Transl Med2021
34666951Association of patient, provider and facility related characteristics with statin associated side effects and statin use: Insight from the Veteran's Affairs healthcare system.J Clin Lipidol2021
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
34931012Broadening the reach of the FDA Sentinel system: A roadmap for integrating electronic health record data in a causal analysis framework.NPJ Digit Med2021
34930903Predictors of diagnostic transition from major depressive disorder to bipolar disorder: a retrospective observational network study.Transl Psychiatry2021
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Collaborators

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
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Lahey Hospital & Medical Center
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University of Utah
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Vanderbilt O'Brien Center for Kidney Disease, Vanderbilt University Medical Center
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University of Utah Health
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Escola de Administracao de Empresas - FGV, Stanford University, University of California San Diego, University of Sao Paulo, Yale School of Medicine
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OHDSI Center at The Roux Institute, Northeastern University
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Columbia University
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University of California los angeles
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Vanderbilt University Medical Center
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Columbia University Irving Medical Center
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University of Gothenburg
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University of Dundee
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University of Oxford
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Erasmus University Medical Center
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Vanderbilt University Medical Center
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Yonsei University College of Medicine
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Erasmus University Medical Center
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Vanderbilt University Medical Center
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University of Oxford
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Stanford University
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Riyadh Elm University
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Health Services Research and Development
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Geisel School of Medicine at Dartmouth
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Nashville VA Medical Center, VA Tennessee Valley Healthcare System
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Vanderbilt University Medical Center
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University of Colorado Anschutz Medical Campus
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TN Valley Healthcare System, Vanderbilt University Medical Center
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Northeastern University
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