Michael E. Matheny
Orcid: 0000-0003-3217-4147
According to our database1,
Michael E. Matheny
authored at least 95 papers
between 2005 and 2023.
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Bibliography
2023
J. Am. Medical Informatics Assoc., December, 2023
J. Am. Medical Informatics Assoc., December, 2023
Blockchain-enabled immutable, distributed, and highly available clinical research activity logging system for federated COVID-19 data analysis from multiple institutions.
J. Am. Medical Informatics Assoc., 2023
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023
2022
Open questions and research gaps for monitoring and updating AI-enabled tools in clinical settings.
Frontiers Digit. Health, 2022
AUTO-PILOT: Development and Validation of a Tool to Extract Structured Data in Interfacility Transfer Paperwork.
Proceedings of the AMIA 2022, 2022
Proceedings of the AMIA 2022, 2022
Can Data Science Move Medical Device Surveillance Forward? Highlights of Solutions and Remaining Challenges in Real-World Evidence Generation.
Proceedings of the AMIA 2022, 2022
A Framework for Detecting Medical Device Safety Signals Confounded by Learning Effects Using Machine Learning.
Proceedings of the AMIA 2022, 2022
A Framework for Generating Synthetic Clinical Datasets with Learning Effects to Support Methods Development and Validation.
Proceedings of the AMIA 2022, 2022
2021
Broadening the reach of the FDA Sentinel system: A roadmap for integrating electronic health record data in a causal analysis framework.
npj Digit. Medicine, 2021
Adaptation of an NLP system to a new healthcare environment to identify social determinants of health.
J. Biomed. Informatics, 2021
J. Am. Medical Informatics Assoc., 2021
Privacy-protecting, reliable response data discovery using COVID-19 patient observations.
J. Am. Medical Informatics Assoc., 2021
Intrinsic Evaluation of Contextual and Non-contextual Word Embeddings using Radiology Reports.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
Disparities in Coded and Imputed Post-Traumatic Stress Disorder and Self-Harm Among US Veterans.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
2020
Detection of calibration drift in clinical prediction models to inform model updating.
J. Biomed. Informatics, 2020
J. Am. Medical Informatics Assoc., 2020
Pain Management Collaboratory Coordinating Center (PMC3): Insights from Multiple Work Groups for Clinical Research Informatics Support.
Proceedings of the AMIA 2020, 2020
Proceedings of the AMIA 2020, 2020
2019
J. Am. Medical Informatics Assoc., 2019
J. Am. Medical Informatics Assoc., 2019
J. Am. Medical Informatics Assoc., 2019
Incrementally Transforming Electronic Medical Records into the Observational Medical Outcomes Partnership Common Data Model: A Multidimensional Quality Assurance Approach.
Appl. Clin. Inform., 2019
A Tale of Two Databases: The DoD and VA Infrastructure for Clinical Intelligence (DaVINCI).
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019
Proceedings of the AMIA 2019, 2019
Proceedings of the AMIA 2019, 2019
Proceedings of the AMIA 2019, 2019
Comparison of Prediction Model Performance Updating Protocols: Using a Data-Driven Testing Procedure to Guide Updating.
Proceedings of the AMIA 2019, 2019
Proceedings of the AMIA 2019, 2019
2018
J. Biomed. Informatics, 2018
Automated mapping of laboratory tests to LOINC codes using noisy labels in a national electronic health record system database.
J. Am. Medical Informatics Assoc., 2018
IEEE Internet Comput., 2018
Application of contextual design methods to inform targeted clinical decision support interventions in sub-specialty care environments.
Int. J. Medical Informatics, 2018
Integrating Cancer Genomic Data into Decision Support at the VA: Hematologic Oncology as a Use Case.
Proceedings of the AMIA 2018, 2018
Proceedings of the AMIA 2018, 2018
Annotating Social Determinants of Health and Functional Status Information Using Publicly Accessible Corpora.
Proceedings of the AMIA 2018, 2018
The Department of Defense (DoD) and Department of Veterans Affairs (VA) Infrastructure for Clinical Intelligence (DaVINCI).
Proceedings of the AMIA 2018, 2018
Proceedings of the AMIA 2018, 2018
2017
Congestive heart failure information extraction framework for automated treatment performance measures assessment.
J. Am. Medical Informatics Assoc., 2017
J. Am. Medical Informatics Assoc., 2017
Identification of adverse drug-drug interactions through causal association rule discovery from spontaneous adverse event reports.
Artif. Intell. Medicine, 2017
Heart Failure Data for Patient Treatment Goals at the Point of Care: Automated Data Extraction and Consistent Reference Standard Importance.
Proceedings of the Summit on Clinical Research Informatics, 2017
Proceedings of the Summit on Clinical Research Informatics, 2017
Proceedings of the AMIA 2017, 2017
Proceedings of the AMIA 2017, 2017
Calibration Drift Among Regression and Machine Learning Models for Hospital Mortality.
Proceedings of the AMIA 2017, 2017
2016
Proceedings of the Summit on Clinical Research Informatics, 2016
Proceedings of the Summit on Clinical Research Informatics, 2016
Proceedings of the AMIA 2016, 2016
Proceedings of the AMIA 2016, 2016
Calibration of Predictive Models for Clinical Decision Making: Personalizing Prevention, Treatment, and Disease Progression.
Proceedings of the AMIA 2016, 2016
An Integrated Privacy Preserving Collaborative Analytics Platform: The PCORnet pSCANNER-PopMedNet TM Software Suite.
Proceedings of the AMIA 2016, 2016
Proceedings of the AMIA 2016, 2016
An Electronic Health Record Phenotyping Algorithm for Identifying Patients with Hepatorenal Syndrome.
Proceedings of the AMIA 2016, 2016
Workflow-guided development of a clinical decision support tool for patients with advanced liver disease.
Proceedings of the AMIA 2016, 2016
Informatics Challenges in Working with "Big Data" - A Use Case in Identifying Predictors of Constipation.
Proceedings of the AMIA 2016, 2016
2015
A system to build distributed multivariate models and manage disparate data sharing policies: implementation in the scalable national network for effectiveness research.
J. Am. Medical Informatics Assoc., 2015
National Veterans Health Administration inpatient risk stratification models for hospital-acquired acute kidney injury.
J. Am. Medical Informatics Assoc., 2015
A Novel Visualization for Rapid Summarization of Patient History: Application to Cirrhosis.
Proceedings of the AMIA 2015, 2015
RapTAT: A Tool for Assisted Annotation and Reviewer Training via Online Machine Learning.
Proceedings of the AMIA 2015, 2015
Transforming the National Department of Veterans Affairs Data Warehouse to the OMOP Common Data Model.
Proceedings of the AMIA 2015, 2015
2014
Development and evaluation of RapTAT: A machine learning system for concept mapping of phrases from medical narratives.
J. Biomed. Informatics, 2014
Brief communication: pSCANNER: patient-centered Scalable National Network for Effectiveness Research.
J. Am. Medical Informatics Assoc., 2014
Determining molecular predictors of adverse drug reactions with causality analysis based on structure learning.
J. Am. Medical Informatics Assoc., 2014
J. Am. Medical Informatics Assoc., 2014
Proceedings of the AMIA 2014, 2014
2013
Comparative analysis of pharmacovigilance methods in the detection of adverse drug reactions using electronic medical records.
J. Am. Medical Informatics Assoc., 2013
Int. J. Medical Informatics, 2013
Proceedings of the AMIA 2013, 2013
Use and Evaluation of RapTAT-Assisted Annotation for Extraction of Acute Kidney Injury Concepts from Clinical Free Text.
Proceedings of the AMIA 2013, 2013
2012
J. Am. Medical Informatics Assoc., 2012
Large-scale prediction of adverse drug reactions using chemical, biological, and phenotypic properties of drugs.
J. Am. Medical Informatics Assoc., 2012
Detection of infectious symptoms from VA emergency department and primary care clinical documentation.
Int. J. Medical Informatics, 2012
Detecting Adverse Drug Reactions Using Inpatient Medication Orders and Laboratory Tests Data.
Proceedings of the 2012 IEEE Second International Conference on Healthcare Informatics, 2012
Proceedings of the AMIA 2012, 2012
Who Said It? Establishing Professional Attribution among Authors of Veterans' Electronic Health Records.
Proceedings of the AMIA 2012, 2012
Developing the Veterans Health Administration ETL for the OMOP Common Data Model Version 3.
Proceedings of the AMIA 2012, 2012
National Post-Marketing Surveillance of Embolic Protection Devices in the Veterans Administration CART Program.
Proceedings of the AMIA 2012, 2012
Evaluation of the RapTAT Automated Annotation System for Identifying Post-Traumatic Stress Disorder-Related Concepts in Clinical Notes.
Proceedings of the AMIA 2012, 2012
Proceedings of the AMIA 2012, 2012
2011
Evaluation of an automated safety surveillance system using risk adjusted sequential probability ratio testing.
BMC Medical Informatics Decis. Mak., 2011
2009
A comparison of methods for assessing penetrating trauma on retrospective multi-center data.
J. Biomed. Informatics, 2009
Research Paper: Impact of Non-interruptive Medication Laboratory Monitoring Alerts in Ambulatory Care.
J. Am. Medical Informatics Assoc., 2009
Detection of Blood Culture Bacterial Contamination using Natural Language Processing.
Proceedings of the AMIA 2009, 2009
2008
Research Paper: A Randomized Trial of Electronic Clinical Reminders to Improve Medication Laboratory Monitoring.
J. Am. Medical Informatics Assoc., 2008
2007
Effects of SVM parameter optimization on discrimination and calibration for post-procedural PCI mortality.
J. Biomed. Informatics, 2007
Rare Adverse Event Monitoring of Medical Devices with the Use of an Automated Surveillance Tool.
Proceedings of the AMIA 2007, 2007
2006
J. Am. Medical Informatics Assoc., 2006
2005
Discrimination and calibration of mortality risk prediction models in interventional cardiology.
J. Biomed. Informatics, 2005
Evaluating the Discriminatory Power of a Computer-based System for Assessing Penetrating Trauma on Retrospective Multi-Center Data.
Proceedings of the AMIA 2005, 2005
Exploration of a Bayesian Updating Tool to Provide Real-Time Safety Monitoring for New Medical Devices.
Proceedings of the AMIA 2005, 2005