Michael E. Matheny

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 63

Top Topics

Prediction Model

Decision Support

Adverse Drug Reaction

Top Venues

J. Am. Medical Informatics Assoc.

J. Biomed. Informatics

Publications

Sharon E. Davis, Peter J. Embí, Michael E. Matheny
Sustainable deployment of clinical prediction tools - a 360° approach to model maintenance. J. Am. Medical Informatics Assoc. 31 (5) (2024)
Alvin D. Jeffery, Carrie Reale, Janelle Faiman, Vera Borkowski, Russ Beebe, Michael E. Matheny, Shilo Anders
Inpatient nurses' preferences and decisions with risk information visualization. J. Am. Medical Informatics Assoc. 31 (1) (2023)
Sharon E. Davis, Michael E. Matheny, Suresh Balu, Mark P. Sendak
A framework for understanding label leakage in machine learning for health care. J. Am. Medical Informatics Assoc. 31 (1) (2023)
Tsung-Ting Kuo, Anh Pham, Maxim E. Edelson, Jihoon Kim, Jason Chan, Yash Gupta, Lucila Ohno-Machado, David M. Anderson, Chandrasekar Balacha, Tyler Bath, Sally L. Baxter, Andrea Becker-Pennrich, Douglas S. Bell, Elmer V. Bernstam, Ngan Chau, Michele E. Day, Jason N. Doctor, Scott L. DuVall, Robert El-Kareh, Renato Florian, Robert W. Follett, Benjamin P. Geisler, Alessandro Ghigi, Assaf Gottlieb, Ludwig Christian G. Hinske, Zhaoxian Hu, Diana Ir, Xiaoqian Jiang, Katherine K. Kim, Tara K. Knight, Jejo D. Koola, Nelson Lee, Ulrich Mansmann, Michael E. Matheny, Daniella Meeker, Zongyang Mou, Larissa Neumann, Nghia H. Nguyen, Nick Anderson, Eunice Park, Paulina Paul, Mark J. Pletcher, Kai W. Post, Clemens Rieder, Clemens Scherer, Lisa M. Schilling, Andrey Soares, Spencer L. SooHoo, Ekin Soysal, Steven Covington, Brian Tep, Brian Toy, Baocheng Wang, Zhen R. Wu, Hua Xu, Yong K. Choi, Kai Zheng, Yujia Zhou, Rachel A Zucker
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. 30 (6) (2023)
Scott L. DuVall, Craig G. Parker, Amanda R. Shields, Patrick R. Alba, Julie A. Lynch, Michael E. Matheny, Aaron W. C. Kamauu
Toward Real-World Reproducibility: Verifying Value Sets for Clinical Research. MedInfo (2023)
Michael E. Matheny, Art Sedrakyan, Omar Badawi, Danica Marinac-Dabic, Frederic S. Resnic
Can Data Science Move Medical Device Surveillance Forward? Highlights of Solutions and Remaining Challenges in Real-World Evidence Generation. AMIA (2022)
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
A Framework for Generating Synthetic Clinical Datasets with Learning Effects to Support Methods Development and Validation. AMIA (2022)
Jejo D. Koola, Jialin Mao, Sharon E. Davis, Henry Ssemaganda, Dax M. Westerman, Lucila Ohno-Machado, Frederic S. Resnic, Michael E. Matheny
A Framework for Detecting Medical Device Safety Signals Confounded by Learning Effects Using Machine Learning. AMIA (2022)
Sharon E. Davis, Colin G. Walsh, Michael E. Matheny
Open questions and research gaps for monitoring and updating AI-enabled tools in clinical settings. Frontiers Digit. Health 4 (2022)
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
Disentangling and Characterizing Device Safety Signals and Learning Effects. AMIA (2022)
Jesse O. Wrenn, Sara Lin, Jin Han, Ruth Reeves, Dax M. Westerman, Michael E. Matheny, Michael Ward
AUTO-PILOT: Development and Validation of a Tool to Extract Structured Data in Interfacility Transfer Paperwork. AMIA (2022)
Griffin M. Weber, Chuan Hong, Zongqi Xia, Nathan P. Palmer, Paul Avillach, Sehi L'Yi, Mark S. Keller, Shawn N. Murphy, Alba Gutiérrez-Sacristán, Clara-Lea Bonzel, Arnaud Serret-Larmande, Antoine Neuraz, Gilbert S. Omenn, Shyam Visweswaran, Jeffrey G. Klann, Andrew M. South, Ne-Hooi Will Loh, Mario Cannataro, Brett K. Beaulieu-Jones, Riccardo Bellazzi, Giuseppe Agapito, Mario Alessiani, Bruce J. Aronow, Douglas S. Bell, Vincent Benoit, Florence T. Bourgeois, Luca Chiovato, Kelly Cho, Arianna Dagliati, Scott L. DuVall, Noelia García-Barrio, David A. Hanauer, Yuk-Lam Ho, John H. Holmes, Richard W. Issitt, Molei Liu, Yuan Luo, Kristine E. Lynch, Sarah Maidlow, Alberto Malovini, Kenneth D. Mandl, Chengsheng Mao, Michael E. Matheny, Jason H. Moore, Jeffrey S. Morris, Michele Morris, Danielle L. Mowery, Kee Yuan Ngiam, Lav P. Patel, Miguel Pedrera-Jiménez, Rachel B. Ramoni, Emily Schriver, Petra Schubert, Pablo Serrano-Balazote, Anastasia Spiridou, Amelia L. M. Tan, Byorn W. L. Tan, Valentina Tibollo, Carlo Torti, Enrico M. Trecarichi, Xuan Wang, James R. Aaron, Adem Albayrak, Giuseppe Albi, Anna Alloni, Danilo F. Amendola, François Angoulvant, Anthony L. L. J. Li, Fatima Ashraf, Andrew Atz, Paul Avillach, Paula S. Azevedo, James Balshi, Brett K. Beaulieu-Jones, Antonio Bellasi, Vincent Benoit, Michele Beraghi, José Luis Bernal-Sobrino, Mélodie Bernaux, Romain Bey, Surbhi Bhatnagar, Alvar Javier Blanco-Martínez, Martin Boeker, John Booth, Silvano Bosari, Robert L. Bradford, Gabriel A. Brat, Stéphane Bréant, Nicholas W. Brown, Raffaele Bruno, William A. Bryant, Mauro Bucalo, Emily Bucholz, Anita Burgun, Tianxi Cai, Aldo Carmona, Charlotte Caucheteux, Julien Champ, Krista Y. Chen, Jin Chen, Lorenzo Chiudinelli, Kelly Cho, James J. Cimino, Tiago K. Colicchio, Sylvie Cormont, Sébastien Cossin, Jean B. Craig, Juan Luis Cruz-Bermúdez, Jaime Cruz-Rojo, Mohamad Daniar, Christel Daniel, Priyam Das, Batsal Devkota, Audrey Dionne, Rui Duan, Julien Dubiel, Loic Esteve, Hossein Estiri, Shirley Fan, Robert W. Follett, Thomas Ganslandt, Noelia García-Barrio, Lana X. Garmire, Nils Gehlenborg, Emily J. Getzen, Alon Geva, Tobias Gradinger, Alexandre Gramfort, Romain Griffier, Nicolas Griffon, Olivier Grisel, Alba Gutiérrez-Sacristán, Larry Han, David A. Hanauer, Christian Haverkamp, Derek Y. Hazard, Bing He, Darren W. Henderson, Martin Hilka, Kenneth M. Huling, Meghan R. Hutch, Richard W. Issitt, Anne-Sophie Jannot, Vianney Jouhet, Ramakanth Kavuluru, Chris J. Kennedy, Kate F. Kernan, Daniel A. Key, Katie Kirchoff, Jeffrey G. Klann, Isaac S. Kohane, Ian D. Krantz, Detlef Kraska, Ashok K. Krishnamurthy, Trang T. Le, Judith Leblanc, Guillaume Lemaitre, Leslie Lenert, Damien Leprovost, Molei Liu, Qi Long, Sara Lozano-Zahonero, Sadiqa Mahmood, Sarah Maidlow, Adeline Makoudjou, Anupama Maram, Patricia Martel, Marcelo R. Martins, Jayson S. Marwaha, Aaron J. Masino, Maria Mazzitelli, Arthur Mensch, Marianna Milano, Marcos F. Minicucci, Bertrand Moal, Taha Mohseni Ahooyi, Jason H. Moore, Cinta Moraleda, Jeffrey S. Morris, Karyn L. Moshal, Sajad Mousavi, Douglas A. Murad, Shawn N. Murphy, Thomas Naughton, Carlos Tadeu Breda Neto, Jane Newburger, Kee Yuan Ngiam, Wanjiku F. M. Njoroge, James B. Norman, Jihad Obeid, Marina P. Okoshi, Karen L. Olson, Gilbert S. Omenn, Nina Orlova, Brian Ostasiewski, Nathan P. Palmer, Nicolas Paris, Lav P. Patel, Miguel Pedrera-Jiménez, Ashley C. Pfaff, Emily R. Pfaff, Danielle Pillion, Sara Pizzimenti, Hans-Ulrich Prokosch, Robson A. Prudente, Andrea Prunotto, Víctor Quirós-González, Rachel B. Ramoni, Maryna Raskin, Siegbert Rieg, Gustavo Roig-Domínguez, Pablo Rojo, Paula Rubio-Mayo, Paolo Sacchi, Carlos Sáez, Elisa Salamanca, Malarkodi Jebathilagam Samayamuthu, L. Nelson Sanchez-Pinto, Arnaud Sandrin, Nandhini Santhanam, Janaina C. C. Santos, Fernando J. Sanz Vidorreta, Maria Savino, Jürgen Schüttler, Luigia Scudeller, Neil J. Sebire, Pablo Serrano-Balazote, Patricia Serre, Arnaud Serret-Larmande, Mohsin Shah, Zahra Shakeri Hossein Abad, Domenick Silvio, Piotr Sliz, Jiyeon Son, Charles Sonday, Andrew M. South, Francesca Sperotto, Zachary H. Strasser, Amelia L. M. Tan, Bryce W. Q. Tan, Suzana E. Tanni, Deanne M. Taylor, Ana I. Terriza-Torres, Patric Tippmann, Emma M. S. Toh, Yi-Ju Tseng, Andrew K. Vallejos, Gaël Varoquaux, Margaret E. Vella, Guillaume Verdy, Jill-Jênn Vie, Shyam Visweswaran, Michele Vitacca, Kavishwar B. Wagholikar, Lemuel R. Waitman, Demian Wassermann, Griffin M. Weber, Martin Wolkewitz, Scott Wong, Zongqi Xia, Xin Xiong, Ye Ye, Nadir Yehya, William Yuan, Alberto Zambelli, Harrison G. Zhang, Daniela Zöller, Valentina Zuccaro, Chiara Zucco, Isaac S. Kohane, Tianxi Cai, Gabriel A. Brat
International comparisons of laboratory values from the 4CE collaborative to predict COVID-19 mortality. npj Digit. Medicine 5 (2022)
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
Disparities in Coded and Imputed Post-Traumatic Stress Disorder and Self-Harm Among US Veterans. AMIA (2021)
Jihoon Kim, Larissa Neumann, Paulina Paul, Michele E. Day, Michael Aratow, Douglas S. Bell, Jason N. Doctor, Ludwig Christian G. Hinske, Xiaoqian Jiang, Katherine K. Kim, Michael E. Matheny, Daniella Meeker, Mark J. Pletcher, Lisa M. Schilling, Spencer L. SooHoo, Hua Xu, Kai Zheng, Lucila Ohno-Machado
Privacy-protecting, reliable response data discovery using COVID-19 patient observations. J. Am. Medical Informatics Assoc. 28 (8) (2021)
Mirza S. Khan, Bennett A. Landman, Stephen A. Deppen, Michael E. Matheny
Intrinsic Evaluation of Contextual and Non-contextual Word Embeddings using Radiology Reports. AMIA (2021)
Ruth M. Reeves, Lee M. Christensen, Jeremiah R. Brown, Michael Conway, Maxwell Levis, Glenn T. Gobbel, Rashmee U. Shah, Christine Goodrich, Iben Ricket, Freneka F. Minter, Andrew Bohm, Bruce E. Bray, Michael E. Matheny, Wendy W. Chapman
Adaptation of an NLP system to a new healthcare environment to identify social determinants of health. J. Biomed. Informatics 120 (2021)
Joachim Roski, Ezekiel J. Maier, Kevin Vigilante, Elizabeth A. Kane, Michael E. Matheny
Enhancing trust in AI through industry self-governance. J. Am. Medical Informatics Assoc. 28 (7) (2021)
Rishi J. Desai, Michael E. Matheny, Kevin Johnson, Keith Marsolo, Lesley H. Curtis, Jennifer C. Nelson, Patrick J. Heagerty, Judith C. Maro, Jeffery Brown, Sengwee Toh, Michael D. Nguyen, Robert Ball, Gerald J. Dal Pan, Shirley V. Wang, Joshua J. Gagne, Sebastian Schneeweiss
Broadening the reach of the FDA Sentinel system: A roadmap for integrating electronic health record data in a causal analysis framework. npj Digit. Medicine 4 (2021)
Michael E. Matheny, Stephen L. Luther, William T. Roddy, Cynthia Brandt, Joseph J. Erdos
Pain Management Collaboratory Coordinating Center (PMC3): Insights from Multiple Work Groups for Clinical Research Informatics Support. AMIA (2020)
Jason N. Doctor, Jaideep Vaidya, Xiaoqian Jiang, Shuang Wang, Lisa M. Schilling, Toan Ong, Michael E. Matheny, Lucila Ohno-Machado, Daniella Meeker
Efficient determination of equivalence for encrypted data. Comput. Secur. 97 (2020)
Sharon E. Davis, Robert A. Greevy Jr., Thomas A. Lasko, Colin G. Walsh, Michael E. Matheny
A Surveillance Framework for Monitoring and Updating Clinical Prediction Models. AMIA (2020)
Xiao Dong, Jianfu Li, Ekin Soysal, Jiang Bian, Scott L. DuVall, Elizabeth Hanchrow, Hongfang Liu, Kristine E. Lynch, Michael E. Matheny, Karthik Natarajan, Lucila Ohno-Machado, Serguei Pakhomov, Ruth Madeleine Reeves, Amy M. Sitapati, Swapna Abhyankar, Theresa Cullen, Jami Deckard, Xiaoqian Jiang, Robert Murphy, Hua Xu
COVID-19 TestNorm: A tool to normalize COVID-19 testing names to LOINC codes. J. Am. Medical Informatics Assoc. 27 (9) (2020)
Sharon E. Davis, Robert A. Greevy Jr., Thomas A. Lasko, Colin G. Walsh, Michael E. Matheny
Detection of calibration drift in clinical prediction models to inform model updating. J. Biomed. Informatics 112 (2020)
Alvin D. Jeffery, Sharidan K. Parr, Michael E. Matheny
Mapping Medications to Standards with Machine Learning and Noisy Labels. AMIA (2019)
Sharon E. Davis, Robert A. Greevy Jr., Christopher Fonnesbeck, Thomas A. Lasko, Colin G. Walsh, Michael E. Matheny
A nonparametric updating method to correct clinical prediction model drift. J. Am. Medical Informatics Assoc. 26 (12) (2019)
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
Value Set Development for Studies Involving Historical Data. AMIA (2019)
Sharon E. Davis, Robert A. Greevy Jr., Thomas A. Lasko, Colin G. Walsh, Michael E. Matheny
Comparison of Prediction Model Performance Updating Protocols: Using a Data-Driven Testing Procedure to Guide Updating. AMIA (2019)
Matthew C. Lenert, Michael E. Matheny, Colin G. Walsh
Explicit causal reasoning is preferred, but not necessary for pragmatic value. J. Am. Medical Informatics Assoc. 26 (12) (2019)
Kimberley Kondratieff, Candace D. McNaughton, Michael E. Matheny, Thomas A. Lasko
Longitudinal modeling of prescription refill records to predict medication use. AMIA (2019)
Jiantao Bian, Hamid Saoudian, Brett R. South, Kristine E. Lynch, Benjamin Viernes, Michael E. Matheny, Scott L. DuVall
Developing Synthetic VA Healthcare Data in OMOP CDM Model. AMIA (2019)
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
A Tale of Two Databases: The DoD and VA Infrastructure for Clinical Intelligence (DaVINCI). MedInfo (2019)
Matthew C. Lenert, Michael E. Matheny, Colin G. Walsh
Prognostic models will be victims of their own success, unless... J. Am. Medical Informatics Assoc. 26 (12) (2019)
Kristine E. Lynch, Stephen A. Deppen, Scott L. DuVall, Benjamin Viernes, Aize Cao, Daniel Park, Elizabeth Hanchrow, Kushan Hewa, Peter Greaves, Michael E. Matheny
Incrementally Transforming Electronic Medical Records into the Observational Medical Outcomes Partnership Common Data Model: A Multidimensional Quality Assurance Approach. Appl. Clin. Inform. 10 (05) (2019)
Sharon E. Davis, Robert A. Greevy Jr., Michael E. Matheny
Developing a Testing Procedure to Select Model Updating Methods. AMIA (2018)
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
The Department of Defense (DoD) and Department of Veterans Affairs (VA) Infrastructure for Clinical Intelligence (DaVINCI). AMIA (2018)
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
Flipping the Model for Biomedical Informatics Research. AMIA (2018)
Sharidan K. Parr, Thomas A. Lasko, Alvin D. Jeffery, Matthew S. Shotwell, Michael E. Matheny
Automated Mapping of Laboratory Tests to LOINC Codes using Noisy Labels in a National Electronic Health Record System Database. AMIA (2018)
Anne Miller, Jejo D. Koola, Michael E. Matheny, Julie Ducom, Jason M. Slagle, Erik Groessl, Freneka F. Minter, Jennifer H. Garvin, Matthew B. Weinger, Samuel B. Ho
Application of contextual design methods to inform targeted clinical decision support interventions in sub-specialty care environments. Int. J. Medical Informatics 117 (2018)
Sharidan K. Parr, Matthew S. Shotwell, Alvin D. Jeffery, Thomas A. Lasko, Michael E. Matheny
Automated mapping of laboratory tests to LOINC codes using noisy labels in a national electronic health record system database. J. Am. Medical Informatics Assoc. 25 (10) (2018)
Ruth M. Reeves, Brett R. South, Glenn T. Gobbel, Lee M. Christensen, Paul Thompson, Wendy W. Chapman, Michael E. Matheny, Jeremiah R. Brown
Annotating Social Determinants of Health and Functional Status Information Using Publicly Accessible Corpora. AMIA (2018)
Feng Chen, Xiaoqian Jiang, Shuang Wang, Lisa M. Schilling, Daniella Meeker, Toan Ong, Michael E. Matheny, Jason N. Doctor, Lucila Ohno-Machado, Jaideep Vaidya
Perfectly Secure and Efficient Two-Party Electronic-Health-Record Linkage. IEEE Internet Comput. 22 (2) (2018)
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
Integrating Cancer Genomic Data into Decision Support at the VA: Hematologic Oncology as a Use Case. AMIA (2018)
Jejo D. Koola, Sharon E. Davis, Omar Al-Nimri, Sharidan K. Parr, Daniel Fabbri, Bradley A. Malin, Samuel B. Ho, Michael E. Matheny
Development of an automated phenotyping algorithm for hepatorenal syndrome. J. Biomed. Informatics 80 (2018)
Jason N. Doctor, Jaideep Vaidya, Xiaoqian Jiang, Shuang Wang, Lisa M. Schilling, Toan Ong, Michael E. Matheny, Lucila Ohno-Machado, Daniella Meeker
Efficient Determination of Equivalence for Encrypted Data. CoRR (2018)
Sharon E. Davis, Thomas A. Lasko, Guanhua Chen, Edward D. Siew, Michael E. Matheny
Calibration drift in regression and machine learning models for acute kidney injury. J. Am. Medical Informatics Assoc. 24 (6) (2017)
Ania Berchuck, Michael G. Kahn, Shelley A. Rusincovitch, Daniella Meeker, Shawn N. Murphy, Ravi Bhosale, Keith Marsolo, Michael E. Matheny, L. Russell Waitman, Rachel Hess
Strategic Assessment and Planning for the PCORnet Common Data Model. CRI (2017)
Stéphane M. Meystre, Youngjun Kim, Glenn T. Gobbel, Michael E. Matheny, Andrew Redd, Bruce E. Bray, Jennifer H. Garvin
Heart Failure Data for Patient Treatment Goals at the Point of Care: Automated Data Extraction and Consistent Reference Standard Importance. CRI (2017)
Adam Culbertson, Satyender Goel, Margaret B. Madden, Niloufar Safaeinili, Kathryn L. Jackson, Thomas Carton, Russ Waitman, Mei Liu, Ashok Krishnamurthy, Lauren Hall, Nickie Cappella, Shyam Visweswaran, Michael J. Becich, Reuben J. Applegate, Elmer V. Bernstam, Russell Rothman, Michael E. Matheny, Gloria P. Lipori, Jiang Bian, William R. Hogan, Douglas S. Bell, Andrew Martin, Shaun J. Grannis, Jeffrey G. Klann, Rebecca Sutphen, Amy O'hara, Abel N. Kho
The Building Blocks of Inter-operability. Appl. Clin. Inform. 8 (02) (2017)
Stéphane M. Meystre, Youngjun Kim, Glenn T. Gobbel, Michael E. Matheny, Andrew Redd, Bruce E. Bray, Jennifer H. Garvin
Congestive heart failure information extraction framework for automated treatment performance measures assessment. J. Am. Medical Informatics Assoc. 24 (e1) (2017)
Ruth M. Reeves, Nancy H. Gentry, Fern FitzHenry, Glenn T. Gobbel, Michael E. Matheny
Natural Language Data Sampling: Principles & Strategies in Corpus Selection. AMIA (2017)
Sharon E. Davis, Thomas A. Lasko, Guanhua Chen, Michael E. Matheny
Calibration Drift Among Regression and Machine Learning Models for Hospital Mortality. AMIA (2017)
Jejo D. Koola, Aize Cao, Guanhua Chen, Amy Perkins, Samuel B. Ho, Sharon E. Davis, Michael E. Matheny
Machine Learning Models to Predict Readmission for Patients with Cirrhosis. AMIA (2017)
Ruichu Cai, Mei Liu, Yong Hu, Brittany Melton, Michael E. Matheny, Hua Xu, Lian Duan, Lemuel R. Waitman
Identification of adverse drug-drug interactions through causal association rule discovery from spontaneous adverse event reports. Artif. Intell. Medicine 76 (2017)
Sharon E. Davis, Thomas A. Lasko, Guanhua Chen, Michael E. Matheny
Calibration Drift of Clinical Prediction Models Across Modeling Methods. CRI (2016)
Jejo Koola, Samuel B. Ho, Michael E. Matheny
An Electronic Health Record Phenotyping Algorithm for Identifying Patients with Hepatorenal Syndrome. AMIA (2016)
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
An Integrated Privacy Preserving Collaborative Analytics Platform: The PCORnet pSCANNER-PopMedNet TM Software Suite. AMIA (2016)
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
Workflow-guided development of a clinical decision support tool for patients with advanced liver disease. AMIA (2016)
Ruth M. Reeves, Marcus Verhagen, Cynthia Brandt, Wendy W. Chapman, Michael E. Matheny, Steven H. Brown, Brian Marx, Theodore Speroff
Event Coreference in Support of Temporal Reasoning in Mental Health Notes. AMIA (2016)
Fern FitzHenry, Svetlana K. Eden, Jason N. Denton, Robert J. LoCasale, Hui Cao, Aize Cao, Ruth M. Reeves, Nancy L. Wells, Michael E. Matheny
Informatics Challenges in Working with "Big Data" - A Use Case in Identifying Predictors of Constipation. AMIA (2016)
Jacob P. VanHouten, Christopher Fonnesbeck, Michael E. Matheny, Thomas A. Lasko
The Discriminative Power of Non-Specific Laboratory Results. AMIA (2016)
Lucila Ohno-Machado, George Hripcsak, Michael E. Matheny, Yuan Wu, Xiaoqian Jiang
Calibration of Predictive Models for Clinical Decision Making: Personalizing Prevention, Treatment, and Disease Progression. AMIA (2016)
Jejo D. Koola, Sharon E. Davis, Samuel B. Ho, Michael E. Matheny
Using a Multilayer Self-Organizing Map for Risk Prediction in Hepatorenal Syndrome. CRI (2016)
Stephen L. Luther, James A. McCart, Dezon Finch, Lina Bouayad, William Lapcevic, Michael E. Matheny
Using Results of Statistical Text Mining in Big Data Analysis. AMIA (2016)
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
Transforming the National Department of Veterans Affairs Data Warehouse to the OMOP Common Data Model. AMIA (2015)
Robert M. Cronin, Jacob P. VanHouten, Edward D. Siew, Svetlana K. Eden, Stephan D. Fihn, Christopher D. Nielson, Josh F. Peterson, Clifton R. Baker, T. Alp Ikizler, Theodore Speroff, Michael E. Matheny
National Veterans Health Administration inpatient risk stratification models for hospital-acquired acute kidney injury. J. Am. Medical Informatics Assoc. 22 (5) (2015)
Daniella Meeker, Xiaoqian Jiang, Michael E. Matheny, Claudiu Farcas, Michel D'Arcy, Laura Pearlman, Lavanya Nookala, Michele E. Day, Katherine K. Kim, Hyeoneui Kim, Aziz A. Boxwala, Robert E. El-Kareh, Grace Kuo, Frederic S. Resnic, Carl Kesselman, Lucila Ohno-Machado
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. 22 (6) (2015)
Jejo Koola, Samuel B. Ho, Michael E. Matheny
A Novel Visualization for Rapid Summarization of Patient History: Application to Cirrhosis. AMIA (2015)
Glenn T. Gobbel, Ruth M. Reeves, Brett R. South, Wendy W. Chapman, Jay Jarman, Steven Lay, Michael E. Matheny
RapTAT: A Tool for Assisted Annotation and Reviewer Training via Online Machine Learning. AMIA (2015)
Lucila Ohno-Machado, Zia Agha, Douglas S. Bell, Lisa Dahm, Michele E. Day, Jason N. Doctor, Davera Gabriel, Maninder K. Kahlon, Katherine K. Kim, Michael A. Hogarth, Michael E. Matheny, Daniella Meeker, Jonathan R. Nebeker
Brief communication: pSCANNER: patient-centered Scalable National Network for Effectiveness Research. J. Am. Medical Informatics Assoc. 21 (4) (2014)
Glenn T. Gobbel, Jennifer H. Garvin, Ruth M. Reeves, Robert M. Cronin, Julia Heavirland, Jenifer Williams, Allison Weaver, Shrimalini Jayaramaraja, Dario A. Giuse, Theodore Speroff, Steven H. Brown, Hua Xu, Michael E. Matheny
Research and applications: Assisted annotation of medical free text using RapTAT. J. Am. Medical Informatics Assoc. 21 (5) (2014)
Glenn T. Gobbel, Ruth M. Reeves, Shrimalini Jayaramaraja, Dario A. Giuse, Theodore Speroff, Steven H. Brown, Peter L. Elkin, Michael E. Matheny
Development and evaluation of RapTAT: A machine learning system for concept mapping of phrases from medical narratives. J. Biomed. Informatics 48 (2014)
Mei Liu, Ruichu Cai, Yong Hu, Michael E. Matheny, Jingchun Sun, Jun Hu, Hua Xu
Determining molecular predictors of adverse drug reactions with causality analysis based on structure learning. J. Am. Medical Informatics Assoc. 21 (2) (2014)
Jejo Koola, Robert M. Cronin, Ruth M. Reeves, Jason N. Denton, Samuel B. Ho, Michael E. Matheny
Development of a Cirrhosis-Associated Symptom/Finding Detection Tool. AMIA (2014)
Ruth M. Reeves, Glenn T. Gobbel, Shrimalini Jayaramaraja, Fern FitzHenry, Robert M. Cronin, Theodore Speroff, Michael E. Matheny
Methods for Detection of Kidney Disease Risk Factors in Clinical Reports. AMIA (2013)
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
Use and Evaluation of RapTAT-Assisted Annotation for Extraction of Acute Kidney Injury Concepts from Clinical Free Text. AMIA (2013)
Ruth M. Reeves, Ferdo R. Ong, Michael E. Matheny, Joshua C. Denny, Dominik Aronsky, Glenn T. Gobbel, Diane Montella, Theodore Speroff, Steven H. Brown
Detecting temporal expressions in medical narratives. Int. J. Medical Informatics 82 (2) (2013)
Ruth M. Reeves, Zhao Zou, Glenn T. Gobbel, Shrimalini Jayaramaraja, Steven H. Brown, Michael E. Matheny, Theodore Speroff
Developing an Integrated Temporal Reasoning System with TimeML and UMLS Concepts. AMIA (2012)
Mei Liu, Michael E. Matheny, Yonghui Wu, Eugenia R. McPeek Hinz, Joshua C. Denny, Jonathan S. Schildcrout, Randolph A. Miller, Hua Xu
Detecting Adverse Drug Reactions Using Inpatient Medication Orders and Laboratory Tests Data. HISB (2012)
Lucila Ohno-Machado, Vineet Bafna, Aziz A. Boxwala, Brian E. Chapman, Wendy Webber Chapman, Kamalika Chaudhuri, Michele E. Day, Claudiu Farcas, Nathaniel D. Heintzman, Xiaoqian Jiang, Hyeoneui Kim, Jihoon Kim, Michael E. Matheny, Frederic S. Resnic, Staal A. Vinterbo
iDASH: integrating data for analysis, anonymization, and sharing. J. Am. Medical Informatics Assoc. 19 (2) (2012)
Michael E. Matheny, Fern FitzHenry, Theodore Speroff, Jennifer K. Green, Michelle L. Griffith, Eduard E. Vasilevskis, Elliot M. Fielstein, Peter L. Elkin, Steven H. Brown
Detection of infectious symptoms from VA emergency department and primary care clinical documentation. Int. J. Medical Informatics 81 (3) (2012)
Lalit Nookala, Michael E. Matheny, Frederic S. Resnic, Susan Robbins, Fern FitzHenry
Developing the Veterans Health Administration ETL for the OMOP Common Data Model Version 3. AMIA (2012)
Michael E. Matheny, Fern FitzHenry, Arijit Basu, Susan Robbins, Richard Cope, Mary Plomondon, Thomas Maddox, Thomas Tsai, John Rumsfeld, Frederic S. Resnic
National Post-Marketing Surveillance of Embolic Protection Devices in the Veterans Administration CART Program. AMIA (2012)
Mei Liu, Yonghui Wu, Yukun Chen, Jingchun Sun, Zhongming Zhao, Xue-wen Chen, Michael E. Matheny, Hua Xu
Large-scale prediction of adverse drug reactions using chemical, biological, and phenotypic properties of drugs. J. Am. Medical Informatics Assoc. 19 (e1) (2012)
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
Evaluation of the RapTAT Automated Annotation System for Identifying Post-Traumatic Stress Disorder-Related Concepts in Clinical Notes. AMIA (2012)
Fern FitzHenry, Frederic S. Resnic, Arijit Basu, Susan Robbins, Kenneth Nunes, Robert E. El-Kareh, Grace Kuo, Michael E. Matheny
Data Harmonization Barriers for Post Marketing Surveillance of Medications. AMIA (2012)
Ruth M. Reeves, Fern FitzHenry, Steven H. Brown, Kristen Kotter, Glenn T. Gobbel, Diane Montella, Harvey J. Murff, Theodore Speroff, Michael E. Matheny
Who Said It? Establishing Professional Attribution among Authors of Veterans' Electronic Health Records. AMIA (2012)
Mei Liu, Michael E. Matheny, Yong Hu, Hua Xu
Data mining methodologies for pharmacovigilance. SIGKDD Explor. 14 (1) (2012)
Michael E. Matheny, Sharon-Lise T. Normand, Thomas P. Gross, Danica Marinac-Dabic, Nilsa Loyo-Berrios, Venkatesan D. Vidi, Sharon Donnelly, Frederic S. Resnic
Evaluation of an automated safety surveillance system using risk adjusted sequential probability ratio testing. BMC Medical Informatics Decis. Mak. 11 (2011)
Helen G. Lo, Michael E. Matheny, Diane L. Seger, David W. Bates, Tejal K. Gandhi
Research Paper: Impact of Non-interruptive Medication Laboratory Monitoring Alerts in Ambulatory Care. J. Am. Medical Informatics Assoc. 16 (1) (2009)
Michael E. Matheny, Fern FitzHenry, Theodore Speroff, Jacob Hathaway, Harvey J. Murff, Steven H. Brown, Elliot M. Fielstein, Robert S. Dittus, Peter L. Elkin
Detection of Blood Culture Bacterial Contamination using Natural Language Processing. AMIA (2009)
Bilal A. Ahmed, Michael E. Matheny, Phillip L. Rice, John R. Clarke, Omolola Ogunyemi
A comparison of methods for assessing penetrating trauma on retrospective multi-center data. J. Biomed. Informatics 42 (2) (2009)
Michael E. Matheny, Thomas D. Sequist, Andrew C. Seger, Julie M. Fiskio, Michael Sperling, Donald Bugbee, David W. Bates, Tejal K. Gandhi
Research Paper: A Randomized Trial of Electronic Clinical Reminders to Improve Medication Laboratory Monitoring. J. Am. Medical Informatics Assoc. 15 (4) (2008)
Michael E. Matheny, Nipun Arora, Lucila Ohno-Machado, Frederic S. Resnic
Rare Adverse Event Monitoring of Medical Devices with the Use of an Automated Surveillance Tool. AMIA (2007)
Michael E. Matheny, Frederic S. Resnic, Nipun Arora, Lucila Ohno-Machado
Effects of SVM parameter optimization on discrimination and calibration for post-procedural PCI mortality. J. Biomed. Informatics 40 (6) (2007)
Michael E. Matheny, Lucila Ohno-Machado, Frederic S. Resnic
Research Paper: Monitoring Device Safety in Interventional Cardiology. J. Am. Medical Informatics Assoc. 13 (2) (2006)
Michael E. Matheny, Omolola Ogunyemi, Phillip L. Rice, John R. Clarke
Evaluating the Discriminatory Power of a Computer-based System for Assessing Penetrating Trauma on Retrospective Multi-Center Data. AMIA (2005)
Michael E. Matheny, Lucila Ohno-Machado, Frederic S. Resnic
Exploration of a Bayesian Updating Tool to Provide Real-Time Safety Monitoring for New Medical Devices. AMIA (2005)
Michael E. Matheny, Lucila Ohno-Machado, Frederic S. Resnic
Discrimination and calibration of mortality risk prediction models in interventional cardiology. J. Biomed. Informatics 38 (5) (2005)