Works matching AU Matheny, Michael E.

Results: 84

Real-time automated billing for tobacco treatment: developing and validating a scalable machine learning approach Open Access.

Published in:

JAMIA Open, 2025, v. 8, n. 3, p. 1, doi. 10.1093/jamiaopen/ooaf039

By:

Baughman, Derek J;
Qassem, Layth;
Sulieman, Lina;
Matheny, Michael E;
Fabbri, Daniel;
Tindle, Hilary A;
Goodman, Aubrey Cole;
Nelson, Scott D;
Wright, Adam

Publication type:

Article

Factors Shaping the Implementation of Strategies to Prevent Acute Kidney Injury: A Qualitative Study.

Published in:

Qualitative Health Research, 2024, v. 34, n. 4, p. 287, doi. 10.1177/10497323231209651

By:

Carpenter-Song, Elizabeth;
Stabler, Meagan E.;
Aschbrenner, Kelly;
Zubkoff, Lisa;
Cox, Kevin C.;
Matheny, Michael E.;
Brown, Jeremiah R.

Publication type:

Article

Association of Wearable Device Use With Pulse Rate and Health Care Use in Adults With Atrial Fibrillation.

Published in:

JAMA Network Open, 2021, v. 4, n. 5, p. e215821, doi. 10.1001/jamanetworkopen.2021.5821

By:

Wang, Libo;
Nielsen, Kyron;
Goldberg, Joshua;
Brown, Jeremiah R.;
Rumsfeld, John S.;
Steinberg, Benjamin A.;
Zhang, Yue;
Matheny, Michael E.;
Shah, Rashmee U.

Publication type:

Article

Development of Electronic Health Record–Based Prediction Models for 30-Day Readmission Risk Among Patients Hospitalized for Acute Myocardial Infarction.

Published in:

JAMA Network Open, 2021, v. 4, n. 1, p. e2035782, doi. 10.1001/jamanetworkopen.2020.35782

By:

Matheny, Michael E.;
Ricket, Iben;
Goodrich, Christine A.;
Shah, Rashmee U.;
Stabler, Meagan E.;
Perkins, Amy M.;
Dorn, Chad;
Denton, Jason;
Bray, Bruce E.;
Gouripeddi, Ram;
Higgins, John;
Chapman, Wendy W.;
MacKenzie, Todd A.;
Brown, Jeremiah R.

Publication type:

Article

COVID-19 in patients with autoimmune diseases: characteristics and outcomes in a multinational network of cohorts across three countries.

Published in:

Rheumatology, 2021, v. 60, p. SI37, doi. 10.1093/rheumatology/keab250

By:

Tan, Eng Hooi;
Sena, Anthony G;
Prats-Uribe, Albert;
You, Seng Chan;
Ahmed, Waheed-Ul-Rahman;
Kostka, Kristin;
Reich, Christian;
Duvall, Scott L;
Lynch, Kristine E;
Matheny, Michael E;
Duarte-Salles, Talita;
Bertolin, Sergio Fernandez;
Hripcsak, George;
Natarajan, Karthik;
Falconer, Thomas;
Spotnitz, Matthew;
Ostropolets, Anna;
Blacketer, Clair;
Alshammari, Thamir M;
Alghoul, Heba

Publication type:

Article

Challenges and Opportunities for Secondary Use of Observational Data Following an EHR Transition.

Published in:

JGIM: Journal of General Internal Medicine, 2023, v. 38, n. 4, p. 943, doi. 10.1007/s11606-023-08330-0

By:

Matheny, Michael E.;
Gelman, Hannah M.;
Souden, Maria;
Lu, Zhenyu;
DuVall, Scott L.;
Gonsoulin, Margaret E.

Publication type:

Article

Adverse drug event rates in six community hospitals and the potential impact of computerized physician order entry for prevention.

Published in:

2010

By:

Hug, Balthasar L.;
Witkowski, Daniel J.;
Sox, Colin M.;
Keohane, Carol A.;
Seger, Diane L.;
Yoon, Catherine;
Matheny, Michael E.;
Bates, David W.

Publication type:

journal article

Treatment intensification and blood glucose control among hospitalized diabetic patients.

Published in:

2008

By:

Matheny, Michael E.;
Shubina, Maria;
Kimmel, Zebadiah M.;
Pendergrass, Merri L.;
Turchin, Alexander

Publication type:

journal article

Development and Validation of a Personalized Model With Transfer Learning for Acute Kidney Injury Risk Estimation Using Electronic Health Records.

Published in:

JAMA Network Open, 2022, v. 5, n. 7, p. e2219776, doi. 10.1001/jamanetworkopen.2022.19776

By:

Liu, Kang;
Zhang, Xiangzhou;
Chen, Weiqi;
Yu, Alan S. L.;
Kellum, John A.;
Matheny, Michael E.;
Simpson, Steven Q.;
Hu, Yong;
Liu, Mei

Publication type:

Article

Changes in Hospital Admissions and Mortality for Complications of Cirrhosis: Implications for Clinicians and Health Systems.

Published in:

Gut & Liver, 2016, v. 10, n. 1, p. 8, doi. 10.5009/gnl15593

By:

Ho, Samuel B.;
Matheny, Michael E.;
Schnabl, Bernd E.

Publication type:

Article

Utilization 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.

Published in:

2022

By:

Mahtta, Dhruv;
Ramsey, David J.;
Lee, Michelle T.;
Liang Chen;
Al Rifai, Mahmoud;
Akeroyd, Julia M.;
Vaughan, Elizabeth M.;
Matheny, Michael E.;
do Espirito Santo, Karla Rodrigues;
Navaneethan, Sankar D.;
Lavie, Carl J.;
Birnbaum, Yochai;
Ballantyne, Christie M.;
Petersen, Laura A.;
Virani, Salim S.;
Chen, Liang;
Santo, Karla Rodrigues do Espirito

Publication type:

journal article

Risk of Hypoglycemia Following Hospital Discharge in Patients With Diabetes and Acute Kidney Injury.

Published in:

2018

By:

Hung, Adriana M.;
Siew, Edward D.;
Wilson, Otis D.;
Perkins, Amy M.;
Greevy Jr., Robert A.;
Horner, Jeffrey;
Abdel-Kader, Khaled;
Parr, Sharidan K.;
Roumie, Christianne L.;
Griffin, Marie R.;
Ikizler, T. Alp;
Speroff, Theodore;
Matheny, Michael E.;
Greevy, Robert A Jr.

Publication type:

journal article

High prevalence of non-steroidal anti-inflammatory drug use among acute kidney injury survivors in the southern community cohort study.

Published in:

BMC Nephrology, 2016, v. 17, p. 1, doi. 10.1186/s12882-016-0411-7

By:

Lipworth, Loren;
Abdel-Kader, Khaled;
Morse, Jennifer;
Stewart, Thomas G.;
Kabagambe, Edmond K.;
Parr, Sharidan K.;
Birdwell, Kelly A.;
Matheny, Michael E.;
Hung, Adriana M.;
Blot, William J.;
Alp Ikizler, T.;
Siew, Edward D.

Publication type:

Article

National Lung Cancer Screening Utilization Trends in the Veterans Health Administration.

Published in:

JNCI Cancer Spectrum, 2020, v. 4, n. 5, p. 1, doi. 10.1093/jncics/pkaa053

By:

Lewis, Jennifer A;
Samuels, Lauren R;
Denton, Jason;
Edwards, Gretchen C;
Matheny, Michael E;
Maiga, Amelia;
Slatore, Christopher G;
Grogan, Eric;
Kim, Jane;
Sherrier, Robert H;
Dittus, Robert S;
Massion, Pierre P;
Keohane, Laura;
Nikpay, Sayeh;
Roumie, Christianne L

Publication type:

Article

Chronic Kidney Disease Progression and Cardiovascular Outcomes Following Cardiac Catheterization--A Population-Controlled Study.

Published in:

Journal of the American Heart Association, 2016, v. 5, n. 10, p. 1, doi. 10.1161/JAHA.116.003812

By:

Brown, Jeremiah R.;
Solomon, Richard J.;
Robey, R. Brooks;
Plomondon, Meg E.;
Maddox, Thomas M.;
Marshall, Emily J.;
Nichols, Elizabeth L.;
Matheny, Michael E.;
Tsai, Thomas T.;
Rumsfeld, John S.;
Lee, Richard E.;
Sarnak, Mark J.

Publication type:

Article

Incidence and In-Hospital Mortality of Acute Kidney Injury (AKI) and Dialysis-Requiring AKI (AKI-D) After Cardiac Catheterization in the National Inpatient Sample.

Published in:

2016

By:

Brown, Jeremiah R.;
Rezaee, Michael E.;
Nichols, Elizabeth L.;
Marshall, Emily J.;
Siew, Edward D.;
Matheny, Michael E.

Publication type:

journal article

Acute Kidney Injury Risk Prediction in Patients Undergoing Coronary Angiography in a National Veterans Health Administration Cohort With External Validation.

Published in:

2015

By:

Brown, Jeremiah R.;
MacKenzie, Todd A.;
Maddox, Thomas M.;
Fly, James;
Tsai, Thomas T.;
Plomondon, Mary E.;
Nielson, Christopher D.;
Siew, Edward D.;
Resnic, Frederic S.;
Baker, Clifton R.;
Rumsfeld, John S.;
Matheny, Michael E.

Publication type:

journal article

Validated Contemporary Risk Model of Acute Kidney Injury in Patients Undergoing Percutaneous Coronary Interventions: Insights From the National Cardiovascular Data Registry Cath-PCI Registry.

Published in:

Journal of the American Heart Association, 2014, v. 3, n. 6, p. 1, doi. 10.1161/JAHA.114.001380

By:

Tsai, Thomas T.;
Patel, Uptal D.;
Chang, Tara I.;
Kennedy, Kevin F.;
Masoudi, Frederick A.;
Matheny, Michael E.;
Kosiborod, Mikhail;
Amin, Amit P.;
Weintraub, William S.;
Curtis, Jeptha P.;
Messenger, John C.;
Rumsfeld, John S.;
Spertus, John A.

Publication type:

Article

Predicting 30-Day Hospital Readmission Risk in a National Cohort of Patients with Cirrhosis.

Published in:

2020

By:

Koola, Jejo D.;
Ho, Sam B.;
Cao, Aize;
Chen, Guanhua;
Perkins, Amy M.;
Davis, Sharon E.;
Matheny, Michael E.

Publication type:

journal article

Hypoglycemia and Clinical Outcomes in Patients With Diabetes Hospitalized in the General Ward.

Published in:

Diabetes Care, 2009, v. 32, n. 7, p. 1153, doi. 10.2337/dc08-2127

By:

Turchin, Alexander;
Matheny, Michael E.;
Shubina, Maria;
Scanlon, James V.;
Greenwood, Bonnie;
Pendergrass, Merri L.

Publication type:

Article

Comparison of automated and retrospectively calculated estimated glomerular filtration rate in electronic health record data.

Published in:

2018

By:

Lynch, Kristine E.;
Chang, Ji won;
Matheny, Michael E.;
Goldfarb, Alexander;
Efimova, Olga;
Coronado, Gregorio;
DuVall, Scott L.

Publication type:

journal article

Projected Prevalence of Actionable Pharmacogenetic Variants and Level A Drugs Prescribed Among US Veterans Health Administration Pharmacy Users.

Published in:

JAMA Network Open, 2019, v. 2, n. 6, p. e195345, doi. 10.1001/jamanetworkopen.2019.5345

By:

Chanfreau-Coffinier, Catherine;
Hull, Leland E.;
Lynch, Julie A.;
DuVall, Scott L.;
Damrauer, Scott M.;
Cunningham, Francesca E.;
Voight, Benjamin F.;
Matheny, Michael E.;
Oslin, David W.;
Icardi, Michael S.;
Tuteja, Sony

Publication type:

Article

Heart failure subtype after acute kidney injury.

Published in:

BMC Nephrology, 2024, v. 25, n. 1, p. 1, doi. 10.1186/s12882-024-03602-1

By:

Birkelo, Bethany C.;
Brittain, Evan;
Guide, Andrew;
Greevy, Robert A.;
Matheny, Michael E.;
Annis, Jeffrey;
Richardson, Trey;
Faubel, Sarah;
Siew, Edward D.

Publication type:

Article

Simulating complex patient populations with hierarchical learning effects to support methods development for post-market surveillance.

Published in:

BMC Medical Research Methodology, 2023, v. 23, n. 1, p. 1, doi. 10.1186/s12874-023-01913-9

By:

Davis, Sharon E.;
Ssemaganda, Henry;
Koola, Jejo D.;
Mao, Jialin;
Westerman, Dax;
Speroff, Theodore;
Govindarajulu, Usha S.;
Ramsay, Craig R.;
Sedrakyan, Art;
Ohno-Machado, Lucila;
Resnic, Frederic S.;
Matheny, Michael E.

Publication type:

Article

259 Proton pump inhibitor use is not significantly associated with severe COVID-19 related outcomes after extensive covariate adjustment.

Published in:

2022

By:

Shah, Shailja C.;
Halvorson, Alese E.;
McBay, Brandon;
Dorn, Chad;
Wilson, Otis;
Denton, Jason;
Tuteja, Sony;
Chang, Kyong-Mi;
Cho, Kelly;
Hauger, Richard L.;
Suzuki, Ayako;
Hunt, Christine M.;
Siew, Edward;
Matheny, Michael E.;
Hung, Adriana;
Greevy, Robert A.;
Roumie, Christianne L.

Publication type:

Abstract

Emerging algorithmic bias: fairness drift as the next dimension of model maintenance and sustainability.

Published in:

Journal of the American Medical Informatics Association, 2025, v. 32, n. 5, p. 845, doi. 10.1093/jamia/ocaf039

By:

Davis, Sharon E;
Dorn, Chad;
Park, Daniel J;
Matheny, Michael E

Publication type:

Article

A machine learning framework to adjust for learning effects in medical device safety evaluation.

Published in:

Journal of the American Medical Informatics Association, 2025, v. 32, n. 1, p. 206, doi. 10.1093/jamia/ocae273

By:

Koola, Jejo D;
Ramesh, Karthik;
Mao, Jialin;
Ahn, Minyoung;
Davis, Sharon E;
Govindarajulu, Usha;
Perkins, Amy M;
Westerman, Dax;
Ssemaganda, Henry;
Speroff, Theodore;
Ohno-Machado, Lucila;
Ramsay, Craig R;
Sedrakyan, Art;
Resnic, Frederic S;
Matheny, Michael E

Publication type:

Article

Sustainable deployment of clinical prediction tools—a 360° approach to model maintenance.

Published in:

Journal of the American Medical Informatics Association, 2024, v. 31, n. 5, p. 1195, doi. 10.1093/jamia/ocae036

By:

Davis, Sharon E;
Embí, Peter J;
Matheny, Michael E

Publication type:

Article

Inpatient nurses' preferences and decisions with risk information visualization.

Published in:

Journal of the American Medical Informatics Association, 2024, v. 31, n. 1, p. 61, doi. 10.1093/jamia/ocad209

By:

Jeffery, Alvin D;
Reale, Carrie;
Faiman, Janelle;
Borkowski, Vera;
Beebe, Russ;
Matheny, Michael E;
Anders, Shilo

Publication type:

Article

A framework for understanding label leakage in machine learning for health care.

Published in:

Journal of the American Medical Informatics Association, 2024, v. 31, n. 1, p. 274, doi. 10.1093/jamia/ocad178

By:

Davis, Sharon E;
Matheny, Michael E;
Balu, Suresh;
Sendak, Mark P

Publication type:

Article

Privacy-protecting, reliable response data discovery using COVID-19 patient observations.

Published in:

2021

By:

Kim, Jihoon;
Neumann, Larissa;
Paul, Paulina;
Day, Michele E;
Aratow, Michael;
Bell, Douglas S;
Doctor, Jason N;
Hinske, Ludwig C;
Jiang, Xiaoqian;
Kim, Katherine K;
Matheny, Michael E;
Meeker, Daniella;
Pletcher, Mark J;
Schilling, Lisa M;
SooHoo, Spencer;
Xu, Hua;
Zheng, Kai;
Ohno-Machado, Lucila;
Consortium, for the R2D2;
R2D2 Consortium

Publication type:

journal article

Enhancing trust in AI through industry self-governance.

Published in:

2021

By:

Roski, Joachim;
Maier, Ezekiel J;
Vigilante, Kevin;
Kane, Elizabeth A;
Matheny, Michael E

Publication type:

journal article

Explicit causal reasoning is preferred, but not necessary for pragmatic value.

Published in:

2019

By:

Lenert, Matthew C;
Matheny, Michael E;
Walsh, Colin G

Publication type:

Letter

Prognostic models will be victims of their own success, unless….

Published in:

2019

By:

Lenert, Matthew C;
Matheny, Michael E;
Walsh, Colin G

Publication type:

journal article

A nonparametric updating method to correct clinical prediction model drift.

Published in:

2019

By:

Davis, Sharon E;
Greevy, Robert A;
Fonnesbeck, Christopher;
Lasko, Thomas A;
Walsh, Colin G;
Matheny, Michael E

Publication type:

journal article

Automated mapping of laboratory tests to LOINC codes using noisy labels in a national electronic health record system database.

Published in:

2018

By:

Parr, Sharidan K;
Shotwell, Matthew S;
Jeffery, Alvin D;
Lasko, Thomas A;
Matheny, Michael E

Publication type:

journal article

Novel Developments in Acute Kidney Injury.

Published in:

BioMed Research International, 2016, v. 2016, p. 1, doi. 10.1155/2016/2756204

By:

Brown, Jeremiah R.;
McCullough, Peter A.;
Matheny, Michael E.

Publication type:

Article

Hospital Mortality in the United States following Acute Kidney Injury.

Published in:

BioMed Research International, 2016, v. 2016, p. 1, doi. 10.1155/2016/4278579

By:

Brown, Jeremiah R.;
Rezaee, Michael E.;
Marshall, Emily J.;
Matheny, Michael E.

Publication type:

Article

Sustained Improvements After Intervention to Prevent Contrast-Associated Acute Kidney Injury: A Randomized Controlled Trial.

Published in:

Journal of the American Heart Association, 2025, v. 14, n. 10, p. 1, doi. 10.1161/JAHA.124.038920

By:

Matheny, Michael E.;
Carpenter-Song, Elizabeth;
Ricket, Iben M.;
Solomon, Richard J.;
Stabler, Meagan E.;
Davis, Sharon E.;
Zubkoff, Lisa;
Westerman, Dax M.;
Dorn, Chad;
Cox, Kevin C.;
Minter, Freneka F.;
Jneid, Hani;
Currier, Jesse W.;
Athar, S. Ahmed;
Girotra, Saket;
Leung, Calvin;
MD;
Helton, Thomas J.;
Agarwal, Ajay;
Vidovich, Mladen I.

Publication type:

Article

Long-Term Outcomes of Peripheral Artery Disease in Veterans: Analysis of the Peripheral Artery Disease Long-Term Survival Study (PEARLS).

Published in:

Journal of the American Heart Association, 2025, v. 14, n. 7, p. 1, doi. 10.1161/JAHA.124.038403

By:

Girotra, Saket;
Qiang Li;
Vaughan-Sarrazin, Mary;
Lund, Brian C.;
Al-Garadi, Mohammad;
Beckman, Joshua A.;
Nathani, Rohit;
Hoffman, Richard M.;
Chan, Paul S.;
Banerjee, Subhash;
Tsai, Shirling;
Kumbhani, Dharam J.;
Minniefield-Young, Nicole;
Smolderen, Kim G.;
Arya, Shipra;
Nguyen, Cathy;
Matheny, Michael E.;
Gobbel, Glenn T.

Publication type:

Article

Information Extraction From Electronic Health Records to Predict Readmission Following Acute Myocardial Infarction: Does Natural Language Processing Using Clinical Notes Improve Prediction of Readmission?

Published in:

2022

By:

Brown, Jeremiah R.;
Ricket, Iben M.;
Reeves, Ruth M.;
Shah, Rashmee U.;
Goodrich, Christine A.;
Gobbel, Glen;
Stabler, Meagan E.;
Perkins, Amy M.;
Minter, Freneka;
Cox, Kevin C.;
Dorn, Chad;
Denton, Jason;
Bray, Bruce E.;
Gouripeddi, Ramkiran;
Higgins, John;
Chapman, Wendy W.;
MacKenzie, Todd;
Matheny, Michael E.

Publication type:

journal article

Automated Identification of Postoperative Complications Within an Electronic Medical Record Using Natural Language Processing.

Published in:

JAMA: Journal of the American Medical Association, 2011, v. 306, n. 8, p. 848, doi. 10.1001/jama.2011.1204

By:

Murff, Harvey J.;
FitzHenry, Fern;
Matheny, Michael E.;
Gentry, Nancy;
Kotter, Kristen L.;
Crimin, Kimberly;
Dittus, Robert S.;
Rosen, Amy K.;
Elkin, Peter L.;
Brown, Steven H.;
Speroff, Theodore

Publication type:

Article

Automated Surveillance to Detect Postprocedure Safety Signals of Approved Cardiovascular Devices.

Published in:

JAMA: Journal of the American Medical Association, 2010, v. 304, n. 18, p. 2019, doi. 10.1001/jama.2010.1633

By:

Resnic, Frederic S.;
Gross, Thomas P.;
Marinac-Dabic, Danica;
Loyo-Berrios, Nilsa;
Donnelly, Sharon;
Normand, Sharon-Lise T.;
Matheny, Michael E.

Publication type:

Article

Learning curve estimation in medical devices and procedures: hierarchical modeling.

Published in:

2017

By:

Govindarajulu, Usha S.;
Stillo, Marco;
Goldfarb, David;
Matheny, Michael E.;
Resnic, Frederic S.

Publication type:

journal article

Learning curve estimation in medical devices and procedures: hierarchical modeling.

Published in:

2017

By:

Govindarajulu, Usha S.;
Stillo, Marco;
Goldfarb, David;
Matheny, Michael E.;
Resnic, Frederic S.

Publication type:

journal article

Analyses of longitudinal, hospital clinical laboratory data with application to blood glucose concentrations.

Published in:

Statistics in Medicine, 2011, v. 30, n. 27, p. 3208, doi. 10.1002/sim.4352

By:

Schildcrout, Jonathan S.;
Haneuse, Sebastien;
Peterson, Josh F.;
Denny, Joshua C.;
Matheny, Michael E.;
Waitman, Lemuel R.;
Miller, Randolph A.

Publication type:

Article

Uptake of Video-Assisted Thoracoscopic Lung Resections Within the Veterans Affairs for Known or Suspected Lung Cancer.

Published in:

2019

By:

Maiga, Amelia W.;
Deppen, Stephen A.;
Denton, Jason;
Matheny, Michael E.;
Gillaspie, Erin A.;
Nesbitt, Jonathan C.;
Grogan, Eric L.

Publication type:

journal article

Predictors of diagnostic transition from major depressive disorder to bipolar disorder: a retrospective observational network study.

Published in:

Translational Psychiatry, 2021, v. 11, n. 1, p. 1, doi. 10.1038/s41398-021-01760-6

By:

Nestsiarovich, Anastasiya;
Reps, Jenna M.;
Matheny, Michael E.;
DuVall, Scott L.;
Lynch, Kristine E.;
Beaton, Maura;
Jiang, Xinzhuo;
Spotnitz, Matthew;
Pfohl, Stephen R.;
Shah, Nigam H.;
Torre, Carmen Olga;
Reich, Christian G.;
Lee, Dong Yun;
Son, Sang Joon;
You, Seng Chan;
Park, Rae Woong;
Ryan, Patrick B.;
Lambert, Christophe G.

Publication type:

Article

Development of Inpatient Risk Stratification Models of Acute Kidney Injury for Use in Electronic Health Records.

Published in:

Medical Decision Making, 2010, v. 30, n. 6, p. 639, doi. 10.1177/0272989X10364246

By:

Matheny, Michael E.;
Miller, Randolph A.;
Ikizler, T. Alp;
Waitman, Lemuel R.;
Denny, Joshua C.;
Schildcrout, Jonathan S.;
Dittus, Robert S.;
Peterson, Josh F.

Publication type:

Article

Validation of an Automated Safety Surveillance System with Prospective, Randomized Trial Data.

Published in:

Medical Decision Making, 2009, v. 29, n. 2, p. 247, doi. 10.1177/0272989X08327110

By:

Matheny, Michael E.;
Morrow, David A.;
Ohno-Machado, Lucila;
Cannon, Christopher P.;
Sabatine, Marc S.;
Resnic, Frederic S.

Publication type:

Article