Michael E. Matheny

发表

pSCANNER: patient-centered Scalable National Network for Effectiveness Research

Lucila Ohno-Machado, Douglas S. Bell, Lisa Dahm, 2014, J. Am. Medical Informatics Assoc..

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

Bruce E. Bray, Stéphane M. Meystre, Andrew Redd, 2017, J. Am. Medical Informatics Assoc..

Using Results of Statistical Text Mining in Big Data Analysis

Dezon Finch, James A. McCart, Stephen Luther, 2016, AMIA.

Who Said It? Establishing Professional Attribution among Authors of Veterans' Electronic Health Records

Steven H. Brown, Michael E. Matheny, Glenn T. Gobbel, 2012, AMIA.

Efficient Determination of Equivalence for Encrypted Data

Xiaoqian Jiang, Lucila Ohno-Machado, Jaideep Vaidya, 2018, Comput. Secur..

Transforming the National Department of Veterans Affairs Data Warehouse to the OMOP Common Data Model

Lucila Ohno-Machado, Michael E. Matheny, Jonathan R. Nebeker, 2015, AMIA.

Evaluating the Discriminatory Power of a Computer-based System for Assessing Penetrating Trauma on Retrospective Multi-Center Data

Omolola Ogunyemi, Michael E. Matheny, John R. Clarke, 2005, AMIA.

Data mining methodologies for pharmacovigilance

Yong Hu, Hua Xu, Mei Liu, 2012, SKDD.

Development of an automated phenotyping algorithm for hepatorenal syndrome

Daniel Fabbri, Bradley Malin, Michael E. Matheny, 2018, J. Biomed. Informatics.

Value Set Development for Studies Involving Historical Data

Daniella Meeker, Jason N. Doctor, Michael E. Matheny, 2019, AMIA.

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

Michael E. Matheny, Frederic S. Resnic, Sharon-Lise T. Normand, 2011, BMC Medical Informatics Decis. Mak..

Calibration Drift Among Regression and Machine Learning Models for Hospital Mortality

Guanhua Chen, Michael E. Matheny, Thomas A. Lasko, 2017, AMIA.

Research Paper: Impact of Non-interruptive Medication Laboratory Monitoring Alerts in Ambulatory Care

Diane L. Seger, David W. Bates, Tejal K. Gandhi, 2009, J. Am. Medical Informatics Assoc..

Research and applications: Assisted annotation of medical free text using RapTAT

Hua Xu, Dario A. Giuse, Steven H. Brown, 2014, J. Am. Medical Informatics Assoc..

Discrimination and calibration of mortality risk prediction models in interventional cardiology

Lucila Ohno-Machado, Michael E. Matheny, Frederic S. Resnic, 2005, J. Biomed. Informatics.

A Novel Visualization for Rapid Summarization of Patient History: Application to Cirrhosis

Michael E. Matheny, Jejo D. Koola, Jejo Koola, 2015, AMIA.

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

Hua Xu, Randolph A. Miller, Mei Liu, 2013, J. Am. Medical Informatics Assoc..

Annotating Social Determinants of Health and Functional Status Information Using Publicly Accessible Corpora

Wendy W. Chapman, Brett R. South, Lee M. Christensen, 2018, AMIA.

Developing Synthetic VA Healthcare Data in OMOP CDM Model

Brett R. South, Michael E. Matheny, Scott L. DuVall, 2019, AMIA.

Calibration of Predictive Models for Clinical Decision Making: Personalizing Prevention, Treatment, and Disease Progression

Xiaoqian Jiang, Lucila Ohno-Machado, George Hripcsak, 2016, AMIA.

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

Omolola Ogunyemi, Michael E. Matheny, John R. Clarke, 2009, J. Biomed. Informatics.

An Integrated Privacy Preserving Collaborative Analytics Platform: The PCORnet pSCANNER-PopMedNet TM Software Suite

Xiaoqian Jiang, Lucila Ohno-Machado, Daniella Meeker, 2016, AMIA.

Machine Learning Models to Predict Readmission for Patients with Cirrhosis

Guanhua Chen, Aize Cao, Michael E. Matheny, 2017, AMIA.

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

Hua Xu, Randolph A. Miller, Mei Liu, 2012, 2012 IEEE Second International Conference on Healthcare Informatics, Imaging and Systems Biology.

Strategic Assessment and Planning for the PCORnet Common Data Model

Keith Marsolo, Daniella Meeker, Lemuel R. Waitman, 2017, CRI.

Natural Language Data Sampling: Principles & Strategies in Corpus Selection

Michael E. Matheny, Glenn T. Gobbel, Ruth M. Reeves, 2017, AMIA.

RapTAT: A Tool for Assisted Annotation and Reviewer Training via Online Machine Learning

Jay Jarman, Wendy W. Chapman, Brett R. South, 2015, American Medical Informatics Association Annual Symposium.

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

Jun Hu, Yong Hu, Hua Xu, 2014, J. Am. Medical Informatics Assoc..

Calibration Drift of Clinical Prediction Models Across Modeling Methods

Guanhua Chen, Michael E. Matheny, Thomas A. Lasko, 2016, CRI.

Workflow-guided development of a clinical decision support tool for patients with advanced liver disease

Anne Miller, Michael E. Matheny, Jennifer H. Garvin, 2016, AMIA.

Artificial Intelligence Approaches for Drug Safety Surveillance and Analysis

Hua Xu, Mei Liu, Lian Duan, 2013 .

Flipping the Model for Biomedical Informatics Research

Brett R. South, Olga Patterson, Michael E. Matheny, 2018, AMIA.

When All You Have Is a Hammer – Data Model Design Philosophies and Their Impact on Research

Keith Marsolo, Patrick B. Ryan, Michael E. Matheny, 2018 .

Evaluation of the RapTAT Automated Annotation System for Identifying Post-Traumatic Stress Disorder-Related Concepts in Clinical Notes

Dezon Finch, James A. McCart, Stephen Luther, 2012, AMIA.

National Post-Marketing Surveillance of Embolic Protection Devices in the Veterans Administration CART Program

Michael E. Matheny, Frederic S. Resnic, Fern FitzHenry, 2012, AMIA.

Developing an Integrated Temporal Reasoning System with TimeML and UMLS Concepts

Steven H. Brown, Michael E. Matheny, Glenn T. Gobbel, 2012, AMIA.

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

Lucila Ohno-Machado, Michael E. Matheny, Nipun Arora, 2007, J. Biomed. Informatics.

Generation of knowledge for clinical decision support: Statistical and machine learning techniques

Lucila Ohno-Machado, Michael E. Matheny, L. Ohno-Machado, 2014 .

Challenges and strategies for implementing genomic services in diverse settings: experiences from the Implementing GeNomics In pracTicE (IGNITE) network

Joshua C. Denny, Russell A. Wilke, Michael E. Matheny, 2017, BMC Medical Genomics.

Developing a Testing Procedure to Select Model Updating Methods

Michael E. Matheny, Sharon E. Davis, Robert A. Greevy, 2018, AMIA.

Data Harmonization Barriers for Post Marketing Surveillance of Medications

Michael E. Matheny, Frederic S. Resnic, Fern FitzHenry, 2012, AMIA.

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

Michael E. Matheny, Thomas A. Lasko, Alvin D. Jeffery, 2018, J. Am. Medical Informatics Assoc..

The Department of Defense (DoD) and Department of Veterans Affairs (VA) Infrastructure for Clinical Intelligence (DaVINCI)

Brett R. South, Michael E. Matheny, Jonathan R. Nebeker, 2018, AMIA.

Development of a Cirrhosis-Associated Symptom/Finding Detection Tool

Michael E. Matheny, Ruth M. Reeves, Robert M. Cronin, 2014, AMIA.

An Electronic Health Record Phenotyping Algorithm for Identifying Patients with Hepatorenal Syndrome

Michael E. Matheny, Jejo Koola, Samuel B. Ho, 2016, AMIA.

Application of contextual design methods to inform targeted clinical decision support interventions in sub-specialty care environments

Anne Miller, Michael E. Matheny, Jennifer H. Garvin, 2018, Int. J. Medical Informatics.

Methods for Detection of Kidney Disease Risk Factors in Clinical Reports

Michael E. Matheny, Glenn T. Gobbel, Ruth M. Reeves, 2013, AMIA.

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

Xiaoqian Jiang, Lucila Ohno-Machado, Jaideep Vaidya, 2018, IEEE Internet Computing.

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

Dario A. Giuse, Peter L. Elkin, Steven H. Brown, 2014, J. Biomed. Informatics.

Detecting temporal expressions in medical narratives

Joshua C. Denny, Steven H. Brown, Michael E. Matheny, 2013, Int. J. Medical Informatics.

Developing the Veterans Health Administration ETL for the OMOP Common Data Model Version 3

Michael E. Matheny, Frederic S. Resnic, Fern FitzHenry, 2012, AMIA.

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

Yong Hu, Hua Xu, Mei Liu, 2017, Artif. Intell. Medicine.

Use and Evaluation of RapTAT-Assisted Annotation for Extraction of Acute Kidney Injury Concepts from Clinical Free Text

Dario A. Giuse, Steven H. Brown, Michael E. Matheny, 2013, AMIA.

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

Guanhua Chen, Michael E. Matheny, Thomas A. Lasko, 2017, J. Am. Medical Informatics Assoc..

The Discriminative Power of Non-Specific Laboratory Results

Christopher Fonnesbeck, Michael E. Matheny, Thomas A. Lasko, 2016, AMIA.

Mapping Medications to Standards with Machine Learning and Noisy Labels

Michael E. Matheny, Alvin D. Jeffery, Sharidan K. Parr, 2019, AMIA.

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

Aziz A. Boxwala, Xiaoqian Jiang, Lucila Ohno-Machado, 2015, J. Am. Medical Informatics Assoc..

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

Hua Xu, Mei Liu, Zhongming Zhao, 2012, J. Am. Medical Informatics Assoc..

Exploration of a Bayesian Updating Tool to Provide Real-Time Safety Monitoring for New Medical Devices

Lucila Ohno-Machado, Michael E. Matheny, Frederic S. Resnic, 2005, AMIA.

Detection of Blood Culture Bacterial Contamination using Natural Language Processing

Peter L. Elkin, Steven H. Brown, Michael E. Matheny, 2009, AMIA.

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

Michael E. Matheny, Stephan D. Fihn, Josh F. Peterson, 2015, J. Am. Medical Informatics Assoc..

Informatics Challenges in Working with "Big Data" - A Use Case in Identifying Predictors of Constipation

Aize Cao, Michael E. Matheny, Hui Cao, 2016, AMIA.

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

Peter L. Elkin, Steven H. Brown, Michael E. Matheny, 2012, Int. J. Medical Informatics.

Rare Adverse Event Monitoring of Medical Devices with the Use of an Automated Surveillance Tool

Lucila Ohno-Machado, Michael E. Matheny, Nipun Arora, 2007, AMIA.

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

Julie M. Fiskio, David W. Bates, Tejal K. Gandhi, 2008, Journal of the American Medical Informatics Association : JAMIA.

Event Coreference in Support of Temporal Reasoning in Mental Health Notes

Cynthia Brandt, Wendy W. Chapman, Steven H. Brown, 2016, AMIA.

Heart Failure Data for Patient Treatment Goals at the Point of Care: Automated Data Extraction and Consistent Reference Standard Importance

Bruce E. Bray, Stéphane M. Meystre, Andrew Redd, 2017, CRI.

Integrating Cancer Genomic Data into Decision Support at the VA: Hematologic Oncology as a Use Case

Michael E. Matheny, Mia A. Levy, Fern FitzHenry, 2018, AMIA.

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

Xiaoqian Jiang, Lucila Ohno-Machado, Douglas S. Bell, 2021, Journal of the American Medical Informatics Association : JAMIA.

Enhancing trust in AI through industry self-governance

Michael E. Matheny, Ezekiel J. Maier, Kevin Vigilante, 2021, J. Am. Medical Informatics Assoc..

Adaptation of an NLP system to a new healthcare environment to identify social determinants of health

Bruce E. Bray, Michael E. Matheny, Rashmee U. Shah, 2021, J. Biomed. Informatics.

Generation of Knowledge for Clinical Decision Support

Lucila Ohno-Machado, Michael E. Matheny, L. Ohno-Machado, 2007 .

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

Lucila Ohno-Machado, Michael E. Matheny, Frederic S. Resnic, 2009, Medical decision making : an international journal of the Society for Medical Decision Making.

Mo1043 A Natural Language Processing Alogrithm for Identification of Patients With Cirrhosis From Electronic Medical Records

Michael E. Matheny, Jejo D. Koola, Samuel B. Ho, 2015 .

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

Xiaoqian Jiang, Lucila Ohno-Machado, Serguei V. S. Pakhomov, 2020, J. Am. Medical Informatics Assoc..

Adverse Drug Event Rates in Six Community Hospitals and the Potential Impact of Computerized Physician Order Entry for Prevention

Diane L. Seger, David W. Bates, Catherine Yoon, 2009, Journal of General Internal Medicine.

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

Christophe G. Lambert, George Hripcsak, Patrick B. Ryan, 2020, medRxiv.

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

Michael E. Matheny, Guanhua Chen, Jejo D. Koola, 2019, Digestive Diseases and Sciences.

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

Joshua C. Denny, Lemuel R. Waitman, Michael E. Matheny, 2011, Statistics in medicine.

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

Michael E. Matheny, Frederic S. Resnic, Arjun Majithia, 2017, The New England journal of medicine.

Medical Devices in the Real World.

Michael E. Matheny, Frederic S. Resnic, M. Matheny, 2018, The New England journal of medicine.

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

Michael E. Matheny, John C. Messenger, Frederick A. Masoudi, 2014, Journal of the American Heart Association.

The Building Blocks of Inter-operability

Shyam Visweswaran, Shaun J. Grannis, Douglas S. Bell, 2017, Applied Clinical Informatics.

Post operative pain time from severe to mild: effect of frequent and multimodal interventions

Mary S. Dietrich, Michael E. Matheny, Fern FitzHenry, 2013 .

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

Laura J. Scott, Yu Wang, Joshua C. Denny, 2018, Nature Genetics.

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

Michael E. Matheny, Alexander Turchin, Maria Shubina, 2009, Diabetes Care.

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

Michael E. Matheny, Frederic S. Resnic, Todd A. MacKenzie, 2015, Journal of the American Heart Association.

The Data Extraction and Longitudinal Trend Analysis Network Study of Distributed Automated Postmarket Cardiovascular Device Safety Surveillance

Michael E. Matheny, Frederic S. Resnic, Sharon-Lise T. Normand, 2015, Circulation. Cardiovascular quality and outcomes.