Michael E. Matheny
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
48
Venues
2
Active years
2005–2024
Best venue rank
National
Where they publish
Papers
48 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2024 | PSD | Robin Hood: A De-identification Method to Preserve Minority Representation for Disparities Research. | James Thomas Brown, Ellen Wright Clayton, Michael E. Matheny, Murat Kantarcioglu, Yevgeniy Vorobeychik, Bradley A. Malin |
| 2022 | AMIA | A Framework for Generating Synthetic Clinical Datasets with Learning Effects to Support Methods Development and Validation. | Sharon E. Davis, Henry Ssemaganda, Jejo Koola, Jialin Mao, Dax M. Westerman, Theodore Speroff, Usha Govindarajulu, Craig Ramsay, Lucila Ohno-Machado, Frederic S. Resnic, Michael E. Matheny |
| 2022 | AMIA | A Framework for Detecting Medical Device Safety Signals Confounded by Learning Effects Using Machine Learning. | Jejo D. Koola, Jialin Mao, Sharon E. Davis, Henry Ssemaganda, Dax M. Westerman, Lucila Ohno-Machado, Frederic S. Resnic, Michael E. Matheny |
| 2022 | AMIA | Can Data Science Move Medical Device Surveillance Forward? Highlights of Solutions and Remaining Challenges in Real-World Evidence Generation. | Michael E. Matheny, Art Sedrakyan, Omar Badawi, Danica Marinac-Dabic, Frederic S. Resnic |
| 2022 | AMIA | Disentangling and Characterizing Device Safety Signals and Learning Effects. | Henry Ssemaganda, Frederic S. Resnic, Sharon E. Davis, Usha Govindarajulu, Jejo Koola, Jialin Mao, Dax M. Westerman, Theodore Speroff, Craig Ramsay, Art Sedrakyan, Lucila Ohno-Machado, Michael E. Matheny |
| 2022 | AMIA | AUTO-PILOT: Development and Validation of a Tool to Extract Structured Data in Interfacility Transfer Paperwork. | Jesse O. Wrenn, Sara Lin, Jin Han, Ruth Reeves, Dax M. Westerman, Michael E. Matheny, Michael J. Ward |
| 2021 | AMIA | Disparities in Coded and Imputed Post-Traumatic Stress Disorder and Self-Harm Among US Veterans. | Sharon E. Davis, Praveen Kumar, Nicolas R. Lauve, Sharidan K. Parr, Daniel Park, Michael E. Matheny, Gerardo Villarreal, George Uhl, Yiliang Zhu, Mauricio Tohen, Douglas J. Perkins, Christophe G. Lambert |
| 2021 | AMIA | Intrinsic Evaluation of Contextual and Non-contextual Word Embeddings using Radiology Reports. | Mirza S. Khan, Bennett A. Landman, Stephen A. Deppen, Michael E. Matheny |
| 2020 | AMIA | A Surveillance Framework for Monitoring and Updating Clinical Prediction Models. | Sharon E. Davis, Robert A. Greevy Jr., Thomas A. Lasko, Colin G. Walsh, Michael E. Matheny |
| 2020 | AMIA | Pain Management Collaboratory Coordinating Center (PMC3): Insights from Multiple Work Groups for Clinical Research Informatics Support. | Michael E. Matheny, Stephen L. Luther, William T. Roddy, Cynthia Brandt, Joseph J. Erdos |
| 2019 | AMIA | Developing Synthetic VA Healthcare Data in OMOP CDM Model. | Jiantao Bian, Hamid Saoudian, Brett R. South, Kristine E. Lynch, Benjamin Viernes, Michael E. Matheny, Scott L. DuVall |
| 2019 | AMIA | Comparison of Prediction Model Performance Updating Protocols: Using a Data-Driven Testing Procedure to Guide Updating. | Sharon E. Davis, Robert A. Greevy Jr., Thomas A. Lasko, Colin G. Walsh, Michael E. Matheny |
| 2019 | AMIA | Mapping Medications to Standards with Machine Learning and Noisy Labels. | Alvin D. Jeffery, Sharidan K. Parr, Michael E. Matheny |
| 2019 | AMIA | Longitudinal modeling of prescription refill records to predict medication use. | Kimberley Kondratieff, Candace D. McNaughton, Michael E. Matheny, Thomas A. Lasko |
| 2019 | AMIA | Value Set Development for Studies Involving Historical Data. | Kristin Lyman, Melanie Canterberry, Elizabeth Crull, Jason Denton, Fern FitzHenry, Qiaohong Hu, Sharidan K. Parr, Amy Perkins, Dina Zein, Michael E. Matheny, Jason N. Doctor, Daniella Meeker |
| 2018 | AMIA | Developing a Testing Procedure to Select Model Updating Methods. | Sharon E. Davis, Robert A. Greevy Jr., Michael E. Matheny |
| 2018 | AMIA | The Department of Defense (DoD) and Department of Veterans Affairs (VA) Infrastructure for Clinical Intelligence (DaVINCI). | Scott L. DuVall, Michael E. Matheny, Ildar R. Ibragimov, Trey D. Oats, Jay N. Tucker, Brett R. South, Augie Turano, Hamid Saoudian, Casey Kangas, Keith D. Hofmann, Wendy Funk, Chris Nichols, Albert Bonnema, Louis Ferrucci, Jonathan R. Nebeker |
| 2018 | AMIA | Automated Mapping of Laboratory Tests to LOINC Codes using Noisy Labels in a National Electronic Health Record System Database. | Sharidan K. Parr, Thomas A. Lasko, Alvin D. Jeffery, Matthew S. Shotwell, Michael E. Matheny |
| 2018 | AMIA | Annotating Social Determinants of Health and Functional Status Information Using Publicly Accessible Corpora. | Ruth M. Reeves, Brett R. South, Glenn T. Gobbel, Lee M. Christensen, Paul Thompson, Wendy W. Chapman, Michael E. Matheny, Jeremiah R. Brown |
| 2018 | AMIA | Flipping the Model for Biomedical Informatics Research. | Brett R. South, Kristine W. Lynch, Michael E. Matheny, Julie A. Lynch, Olga Efimova, Catherine Chanfreau-Coffinier, Olga V. Patterson, Benjamin Viernes, Scott L. DuVall |
| 2018 | AMIA | Integrating Cancer Genomic Data into Decision Support at the VA: Hematologic Oncology as a Use Case. | Dax M. Westerman, Fern FitzHenry, Michael E. Matheny, Michele L. LeNoue-Newton, Claudio A. Mosse, Ian Maurer, Matthew Stachowiak, Justin A. Yeakley, James Cole, Regina M. Thomas, Mia A. Levy |
| 2017 | AMIA | Calibration Drift Among Regression and Machine Learning Models for Hospital Mortality. | Sharon E. Davis, Thomas A. Lasko, Guanhua Chen, Michael E. Matheny |
| 2017 | AMIA | Machine Learning Models to Predict Readmission for Patients with Cirrhosis. | Jejo D. Koola, Aize Cao, Guanhua Chen, Amy Perkins, Samuel B. Ho, Sharon E. Davis, Michael E. Matheny |
| 2017 | AMIA | Natural Language Data Sampling: Principles & Strategies in Corpus Selection. | Ruth M. Reeves, Nancy H. Gentry, Fern FitzHenry, Glenn T. Gobbel, Michael E. Matheny |
| 2016 | AMIA | Informatics Challenges in Working with "Big Data" - A Use Case in Identifying Predictors of Constipation. | Fern FitzHenry, Svetlana K. Eden, Jason N. Denton, Robert J. LoCasale, Hui Cao, Aize Cao, Ruth M. Reeves, Nancy L. Wells, Michael E. Matheny |
| 2016 | AMIA | Workflow-guided development of a clinical decision support tool for patients with advanced liver disease. | Samuel B. Ho, Julie Ducom, Anne Miller, Jennifer H. Garvin, Jejo D. Koola, Russ Beebe, Jason M. Slagle, Dax M. Westerman, Carrie Reale, Matthew B. Weinger, Erik Groessl, Michael E. Matheny |
| 2016 | AMIA | An Electronic Health Record Phenotyping Algorithm for Identifying Patients with Hepatorenal Syndrome. | Jejo Koola, Samuel B. Ho, Michael E. Matheny |
| 2016 | AMIA | Using Results of Statistical Text Mining in Big Data Analysis. | Stephen L. Luther, James A. McCart, Dezon Finch, Lina Bouayad, William Lapcevic, Michael E. Matheny |
| 2016 | AMIA | An Integrated Privacy Preserving Collaborative Analytics Platform: The PCORnet pSCANNER-PopMedNet TM Software Suite. | Michael E. Matheny, Dax M. Westerman, Laura Pearlman, Josh Gieringer, Xiaoqian Jiang, Claudiu Farcas, Tara K. Knight, Shuang Wang, Amy Perkins, Lucila Ohno-Machado, Bill Clarke, Daniella Meeker |
| 2016 | AMIA | Calibration of Predictive Models for Clinical Decision Making: Personalizing Prevention, Treatment, and Disease Progression. | Lucila Ohno-Machado, George Hripcsak, Michael E. Matheny, Yuan Wu, Xiaoqian Jiang |
| 2016 | AMIA | Event Coreference in Support of Temporal Reasoning in Mental Health Notes. | Ruth M. Reeves, Marcus Verhagen, Cynthia Brandt, Wendy W. Chapman, Michael E. Matheny, Steven H. Brown, Brian Marx, Theodore Speroff |
| 2016 | AMIA | The Discriminative Power of Non-Specific Laboratory Results. | Jacob P. VanHouten, Christopher Fonnesbeck, Michael E. Matheny, Thomas A. Lasko |
| 2015 | AMIA | Transforming the National Department of Veterans Affairs Data Warehouse to the OMOP Common Data Model. | Fern FitzHenry, Jesse Brannen, Jason N. Denton, Jonathan R. Nebeker, Scott L. DuVall, Freneka F. Minter, Jeffrey Scehnet, Brian C. Sauer, Lucila Ohno-Machado, Michael E. Matheny |
| 2015 | AMIA | RapTAT: A Tool for Assisted Annotation and Reviewer Training via Online Machine Learning. | Glenn T. Gobbel, Ruth M. Reeves, Brett R. South, Wendy W. Chapman, Jay Jarman, Steven Lay, Michael E. Matheny |
| 2015 | AMIA | A Novel Visualization for Rapid Summarization of Patient History: Application to Cirrhosis. | Jejo Koola, Samuel B. Ho, Michael E. Matheny |
| 2014 | AMIA | Development of a Cirrhosis-Associated Symptom/Finding Detection Tool. | Jejo Koola, Robert M. Cronin, Ruth M. Reeves, Jason N. Denton, Samuel B. Ho, Michael E. Matheny |
| 2013 | AMIA | Use and Evaluation of RapTAT-Assisted Annotation for Extraction of Acute Kidney Injury Concepts from Clinical Free Text. | Glenn T. Gobbel, Ruth M. Reeves, Fern FitzHenry, Diane Montella, Robert M. Cronin, Shrimalini Jayaramaraja, Theodore Speroff, Steven H. Brown, Dario A. Giuse, Michael E. Matheny |
| 2013 | AMIA | Methods for Detection of Kidney Disease Risk Factors in Clinical Reports. | Ruth M. Reeves, Glenn T. Gobbel, Shrimalini Jayaramaraja, Fern FitzHenry, Robert M. Cronin, Theodore Speroff, Michael E. Matheny |
| 2012 | AMIA | Data Harmonization Barriers for Post Marketing Surveillance of Medications. | Fern FitzHenry, Frederic S. Resnic, Arijit Basu, Susan Robbins, Kenneth Nunes, Robert E. El-Kareh, Grace Kuo, Michael E. Matheny |
| 2012 | AMIA | Evaluation of the RapTAT Automated Annotation System for Identifying Post-Traumatic Stress Disorder-Related Concepts in Clinical Notes. | Glenn T. Gobbel, Ruth M. Reeves, Shrimalini Jayaramaraja, Svetlana K. Eden, Fern FitzHenry, Theodore Speroff, Steven H. Brown, Stephen Luther, Maryan Zirkle, Dezon Finch, James A. McCart, Michael E. Matheny |
| 2012 | AMIA | National Post-Marketing Surveillance of Embolic Protection Devices in the Veterans Administration CART Program. | Michael E. Matheny, Fern FitzHenry, Arijit Basu, Susan Robbins, Richard Cope, Mary Plomondon, Thomas Maddox, Thomas Tsai, John Rumsfeld, Frederic S. Resnic |
| 2012 | AMIA | Developing the Veterans Health Administration ETL for the OMOP Common Data Model Version 3. | Lalit Nookala, Michael E. Matheny, Frederic S. Resnic, Susan Robbins, Fern FitzHenry |
| 2012 | AMIA | Who Said It? Establishing Professional Attribution among Authors of Veterans' Electronic Health Records. | Ruth M. Reeves, Fern FitzHenry, Steven H. Brown, Kristen Kotter, Glenn T. Gobbel, Diane Montella, Harvey J. Murff, Theodore Speroff, Michael E. Matheny |
| 2012 | AMIA | Developing an Integrated Temporal Reasoning System with TimeML and UMLS Concepts. | Ruth M. Reeves, Zhao Zou, Glenn T. Gobbel, Shrimalini Jayaramaraja, Steven H. Brown, Michael E. Matheny, Theodore Speroff |
| 2009 | AMIA | Detection of Blood Culture Bacterial Contamination using Natural Language Processing. | Michael E. Matheny, Fern FitzHenry, Theodore Speroff, Jacob Hathaway, Harvey J. Murff, Steven H. Brown, Elliot M. Fielstein, Robert S. Dittus, Peter L. Elkin |
| 2007 | AMIA | Rare Adverse Event Monitoring of Medical Devices with the Use of an Automated Surveillance Tool. | Michael E. Matheny, Nipun Arora, Lucila Ohno-Machado, Frederic S. Resnic |
| 2005 | AMIA | Exploration of a Bayesian Updating Tool to Provide Real-Time Safety Monitoring for New Medical Devices. | Michael E. Matheny, Lucila Ohno-Machado, Frederic S. Resnic |
| 2005 | AMIA | Evaluating the Discriminatory Power of a Computer-based System for Assessing Penetrating Trauma on Retrospective Multi-Center Data. | Michael E. Matheny, Omolola Ogunyemi, Phillip L. Rice, John R. Clarke |