List of works by Michael E. Matheny

A Tale of Two Databases: The DoD and VA Infrastructure for Clinical Intelligence (DaVINCI)

scientific article published on 01 August 2019

A clinical risk prediction model to identify patients with hepatorenal syndrome at hospital admission

scientific article published on 07 August 2019

A comparison of methods for assessing penetrating trauma on retrospective multi-center data

scientific article

A cost-minimization analysis of the angio-seal vascular closure device following percutaneous coronary intervention.

scientific article published on 22 January 2007

A nonparametric updating method to correct clinical prediction model drift

scientific article published on 01 December 2019

A propensity analysis of the risk of vascular complications after cardiac catheterization procedures with the use of vascular closure devices

scientific article published in April 2007

A randomized trial of electronic clinical reminders to improve medication laboratory monitoring

scientific article published on 24 April 2008

A system to build distributed multivariate models and manage disparate data sharing policies: implementation in the scalable national network for effectiveness research

scientific article

Active Surveillance of the Implantable Cardioverter-Defibrillator Registry for Defibrillator Lead Failures

scientific article published on 14 April 2020

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

scientific article published on 11 December 2015

Acute Kidney Injury and Risk of Incident Heart Failure Among US Veterans.

scientific article published on 18 November 2017

Acute kidney injury is a risk factor for subsequent proteinuria.

scientific article

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

scientific article

Adverse drug events during AKI and its recovery

scientific article published on 28 March 2013

Aged-obese rats exhibit robust responses to a melanocortin agonist and antagonist despite leptin resistance

scientific article published on 01 November 2004

Aging and fasting regulation of leptin and hypothalamic neuropeptide Y gene expression

scientific article

An evaluation of a distributed medical device safety surveillance system: the DELTA network study

scientific article

An international characterisation of patients hospitalised with COVID-19 and a comparison with those previously hospitalised with influenza

scientific article published on 26 April 2020

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

scientific article

Artificial Intelligence Approaches for Drug Safety Surveillance and Analysis

scholarly article published 10 October 2013

Assessing the cost burden of United States FDA-mandated post-approval studies for medical devices

scientific article published on January 2016

Assisted annotation of medical free text using RapTAT.

scientific article

Association of Cardiac Rehabilitation With Decreased Hospitalization and Mortality Risk After Cardiac Valve Surgery

scientific article published on 23 October 2019

Automated identification of postoperative complications within an electronic medical record using natural language processing

scientific article published on August 2011

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

scientific article published on 01 October 2018

Automated surveillance to detect postprocedure safety signals of approved cardiovascular devices

scientific article

Automating Quality Measures for Heart Failure Using Natural Language Processing: A Descriptive Study in the Department of Veterans Affairs

scientific article published on 15 January 2018

Automating Quality Measures for Heart Failure Using Natural Language Processing: A Descriptive Study in the Department of Veterans Affairs (Preprint)

BCMA evaluation: finding significance in near misses.

scientific article

Baseline phenotype and 30-day outcomes of people tested for COVID-19: an international network cohort including >3.32 million people tested with real-time PCR and >219,000 tested positive for SARS-CoV-2 in South Korea, Spain and the United States

scientific article published on 27 October 2020

CONTEMPORARY INCIDENCE AND PREDICTORS OF ACUTE KIDNEY INJURY IN PATIENTS UNDERGOING PERCUTANEOUS CORONARY INTERVENTIONS: INSIGHTS FROM THE NCDR CATH-PCI REGISTRY

COVID-19 TestNorm - A tool to normalize COVID-19 testing names to LOINC codes

scientific article published on 22 June 2020

Calibration Drift Among Regression and Machine Learning Models for Hospital Mortality.

scientific article published in January 2017

Calibration drift in regression and machine learning models for acute kidney injury

scientific article published on 31 March 2017

Central overexpression of leptin antagonist reduces wheel running and underscores importance of endogenous leptin receptor activity in energy homeostasis

scientific journal article

Characteristics, outcomes, and mortality amongst 133,589 patients with prevalent autoimmune diseases diagnosed with, and 48,418 hospitalised for COVID-19: a multinational distributed network cohort analysis

scientific article published on 27 November 2020

Characterizing treatment pathways at scale using the OHDSI network

scientific article

Choice of Reference Serum Creatinine in Defining Acute Kidney Injury

scientific article

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

scientific article published on 14 October 2016

Clinical inertia of discharge planning among patients with poorly controlled diabetes mellitus

scientific article published on 30 March 2012

Commonly used surrogates for baseline renal function affect the classification and prognosis of acute kidney injury

scientific article

Comparative Safety of Aspiration Thrombectomy Catheters Utilizing Prospective, Active Surveillance of the NCDR CathPCI Registry

scientific article published on 01 February 2019

Comparative analysis of pharmacovigilance methods in the detection of adverse drug reactions using electronic medical records.

scientific article published on 17 November 2012

Comparison of Prediction Model Performance Updating Protocols: Using a Data-Driven Testing Procedure to Guide Updating

scientific article published on 01 January 2019

Comparison of transradial versus transfemoral percutaneous coronary intervention in routine practice: evidence for the importance of "falsification hypotheses" in observational studies of comparative effectiveness

scientific article published on 14 August 2013

Congestive heart failure information extraction framework for automated treatment performance measures assessment.

scientific article published on 12 July 2016

Contemporary incidence, predictors, and outcomes of acute kidney injury in patients undergoing percutaneous coronary interventions: insights from the NCDR Cath-PCI registry

scientific article

Cross-site transportability of an explainable artificial intelligence model for acute kidney injury prediction

scientific article published on 09 November 2020

Data mining methodologies for pharmacovigilance

Deep phenotyping of 34,128 adult patients hospitalised with COVID-19 in an international network study

scientific article published on 06 October 2020

Descriptive Usability Study of CirrODS: Clinical Decision and Workflow Support Tool for Management of Patients With Cirrhosis

scientific article published on 03 July 2019

Detecting Adverse Drug Reactions Using Inpatient Medication Orders and Laboratory Tests Data

Detecting temporal expressions in medical narratives

scientific article published on 16 May 2012

Detection of Calibration Drift in Clinical Prediction Models to Inform Model Updating

scientific article published on 03 November 2020

Detection of blood culture bacterial contamination using natural language processing

scientific article

Detection of infectious symptoms from VA emergency department and primary care clinical documentation

scientific article published on 12 January 2012

Determining molecular predictors of adverse drug reactions with causality analysis based on structure learning

scientific article published on 11 December 2013

Determining post-test risk in a national sample of stress nuclear myocardial perfusion imaging reports: Implications for natural language processing tools.

scientific article

Development and evaluation of RapTAT: a machine learning system for concept mapping of phrases from medical narratives

scientific article published on 4 December 2013

Development of a national Department of Veterans Affairs mortality risk prediction model among patients with cirrhosis

scientific article published on 26 November 2019

Development of an automated phenotyping algorithm for hepatorenal syndrome.

scientific article published on 9 March 2018

Development of inpatient risk stratification models of acute kidney injury for use in electronic health records.

scientific article published on 30 March 2010

Effects of SVM parameter optimization on discrimination and calibration for post-procedural PCI mortality

scientific article

Efficient determination of equivalence for encrypted data

scientific article published on 17 June 2020

Estimating baseline kidney function in hospitalized patients with impaired kidney function

scientific article published on 15 March 2012

Evaluating the discriminatory power of a computer-based system for assessing penetrating trauma on retrospective multi-center data.

scientific article

Evaluation of an automated safety surveillance system using risk adjusted sequential probability ratio testing

scientific article

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

scientific article published on 01 December 2019

Exploration of a Bayesian updating tool to provide real-time safety monitoring for new medical devices.

scientific article

Exploring the frontier of electronic health record surveillance: the case of postoperative complications

scientific article published on June 2013

Generation of Knowledge for Clinical Decision Support

Generation of knowledge for clinical decision support

scientific article published in 2007

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

scientific article

Hospital Mortality in the United States following Acute Kidney Injury

scientific article

Hypoglycemia and clinical outcomes in patients with diabetes hospitalized in the general ward

scientific article published on July 2009

Identification of adverse drug-drug interactions through causal association rule discovery from spontaneous adverse event reports.

scientific article published on 10 February 2017

Impact of an Automated Test Results Management System on Patients' Satisfaction About Test Result Communication

scientific article published on 01 November 2007

Impact of non-interruptive medication laboratory monitoring alerts in ambulatory care

scientific article published on 24 October 2008

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

scientific article published on 15 March 2016

Incrementally Transforming Electronic Medical Records into the Observational Medical Outcomes Partnership Common Data Model: A Multidimensional Quality Assurance Approach

scientific article published on 23 October 2019

LEARNING CURVE IN THE USE OF STARCLOSE VASCULAR CLOSURE DEVICE: AN ANALYSIS OF THE NATIONAL CARDIOVASCULAR DATA REGISTRY

Laboratory test surveillance following acute kidney injury

scientific article

Large-scale prediction of adverse drug reactions using chemical, biological, and phenotypic properties of drugs

scientific article published on June 2012

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

scientific article published on 3 May 2017

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

scientific article

Leptin antagonist reveals an uncoupling between leptin receptor signal transducer and activator of transcription 3 signaling and metabolic responses with central leptin resistance

scientific article

Leptin antagonist reverses hypertension caused by leptin overexpression, but fails to normalize obesity-related hypertension.

scientific article published in December 2007

Leptin-induced leptin resistance reveals separate roles for the anorexic and thermogenic responses in weight maintenance

scientific journal article

Leptin-induced leptin resistant rats exhibit enhanced responses to the melanocortin agonist MT II.

scientific article published in August 2003

Leveraging Electronic Health Care Record Information to Measure Pressure Ulcer Risk in Veterans With Spinal Cord Injury: A Longitudinal Study Protocol.

scientific article published on 19 January 2017

Medical Devices in the Real World

scientific article published in February 2018

Medication-error alerts for warfarin orders detected by a bar-code-assisted medication administration system

scientific article published in March 2011

Melanocortin activation of nucleus of the solitary tract avoids anorectic tachyphylaxis and induces prolonged weight loss

scientific article

Monitoring device safety in interventional cardiology

scientific article

National Veterans Health Administration inpatient risk stratification models for hospital-acquired acute kidney injury

scientific article published on 23 June 2015

Non-interruptive drug-lab alerts in ambulatory care

scientific article published on 11 October 2007

Novel Developments in Acute Kidney Injury.

scientific article published on 10 August 2016

Occurrence of adverse, often preventable, events in community hospitals involving nephrotoxic drugs or those excreted by the kidney

scientific article published on 16 September 2009

Outpatient nephrology referral rates after acute kidney injury

scientific article published on 8 December 2011

Perfectly Secure and Efficient Two-Party Electronic-Health-Record Linkage

scientific article published on 16 January 2018

Post-marketing device safety surveillance

article by Venkatesan D. Vidi et al published May 2011 in Contemporary Clinical Trials

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

scientific article published on 17 September 2019

Predictors of Recurrent AKI.

scientific article published on 11 August 2015

Prevalence and Clinical Significance of Discrepancies within Three Computerized Pre-Admission Medication Lists

scientific article published on 13 November 2010

Prevalence and Risk Factors for Opioid-Induced Constipation in an Older National Veteran Cohort

scientific article published on 29 March 2020

Privacy-Protecting, Reliable Response Data Discovery Using COVID-19 Patient Observations

scientific article published on 23 September 2020

Prognosis in critical care

scientific article published on January 2006

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

scientific article published on 01 December 2019

Quantifying the learning curve in the use of a novel vascular closure device: an analysis of the NCDR (National Cardiovascular Data Registry) CathPCI registry

scientific article

Quantitative impact of cardiovascular risk factors and vascular closure devices on the femoral artery after repeat cardiac catheterization

scientific article

Rare adverse event monitoring of medical devices with the use of an automated surveillance tool

scientific article published on 11 October 2007

Reduced Mortality Associated with Acute Kidney Injury Requiring Dialysis in the United States

scientific article published on 29 April 2016

Registry-Based Prospective, Active Surveillance of Medical-Device Safety

scientific article published on 25 January 2017

Regulation of adiponectin and leptin gene expression in white and brown adipose tissues: influence of beta3-adrenergic agonists, retinoic acid, leptin and fasting

scientific article published in October 2002

Renin-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

scientific article published on 08 September 2020

Renin-angiotensin system blockers and susceptibility to COVID-19: a multinational open science cohort study

scientific article published on 12 June 2020

Renin-angiotensin system blockers and susceptibility to COVID-19: an international, open science, cohort analysis

scientific article published on 17 December 2020

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

scientific article

Risk of hydroxychloroquine alone and in combination with azithromycin in the treatment of rheumatoid arthritis: a multinational, retrospective study

scientific article published on 21 August 2020

Risk predictors of retroperitoneal hemorrhage following percutaneous coronary intervention.

scientific article published on 11 September 2008

Risk-adjusted sequential probability ratio test control chart methods for monitoring operator and institutional mortality rates in interventional cardiology

scientific article published on 17 October 2007

Risk-treatment paradox in the selection of transradial access for percutaneous coronary intervention

scientific article published on 24 May 2013

Safety of hydroxychloroquine, alone and in combination with azithromycin, in light of rapid wide-spread use for COVID-19: a multinational, network cohort and self-controlled case series study

scientific article published on 11 April 2020

Synergy between leptin therapy and a seemingly negligible amount of voluntary wheel running prevents progression of dietary obesity in leptin-resistant rats

scientific article published on 17 December 2007

Systematic Review of Cardiovascular Disease Risk Assessment Tools

scholarly article

THE LEARNING CURVE FOR MEDICAL DEVICES: EXPERIENCE WITH VASCULAR CLOSURE DEVICES IN MASSACHUSETTS

article by Aartik Sarma et al published March 2013 in Journal of the American College of Cardiology

The data extraction and longitudinal trend analysis network study of distributed automated postmarket cardiovascular device safety surveillance

scientific article

Time-series and risk-adjusted control charts

scientific article published on 19 April 2013

Timeliness of interfacility transfer for ED patients with ST-elevation myocardial infarction

scientific article

Timing of Recovery From Moderate to Severe AKI and the Risk for Future Loss of Kidney Function

scientific article published on 16 September 2019

Trans-ethnic association study of blood pressure determinants in over 750,000 individuals

scientific article published on 21 December 2018

Treatment intensification and blood glucose control among hospitalized diabetic patients

scientific article published on 8 December 2007

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

scientific article published on 01 June 2019

Use of dialysis, tracheostomy, and extracorporeal membrane oxygenation among 240,392 patients hospitalized with COVID-19 in the United States

scientific article published on 27 November 2020

Use of multiple imputation method to improve estimation of missing baseline serum creatinine in acute kidney injury research

scientific article

VASCULAR CLOSURE DEVICE FAILURE AND VASCULAR COMPLICATIONS IN CONTEMPORARY PRACTICE

Validated contemporary risk model of acute kidney injury in patients undergoing percutaneous coronary interventions: insights from the National Cardiovascular Data Registry Cath-PCI Registry

scientific article

Validating a Computable Phenotype for Nephrotic Syndrome in Children and Adults Using PCORnet Data

scientific article published on 27 September 2021

Validating an automated outcomes surveillance application using data from a terminated randomized, controlled trial (OPUS [TIMI-16]).

scientific article

Validation of an automated safety surveillance system with prospective, randomized trial data

scientific article

Validation of long-term benefits of bivalirudin versus unfractionated heparin in routine clinical practice after percutaneous coronary intervention

scientific article

Vascular closure device failure in contemporary practice.

scientific article

Who said it? Establishing professional attribution among authors of Veterans' Electronic Health Records

scientific article published on 3 November 2012

iDASH: integrating data for analysis, anonymization, and sharing

scientific article (publication date: 2012)

pSCANNER: patient-centered Scalable National Network for Effectiveness Research

scientific article

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