Michael M. Wagner

According to our database, Michael M. Wagner authored at least 65 papers between 1996 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Towards Machine-FAIR: Representing software and datasets to facilitate reuse and scientific discovery by machines.

Michael M. Wagner, William R. Hogan, John D. Levander, Matthew Diller

J. Biomed. Informatics, 2024

2023

Creating a Discipline-specific Commons for Infectious Disease Epidemiology.

Michael M. Wagner, William R. Hogan, John D. Levander, Adam Darr, Matt Diller, Max Sibilla, Alexander T. Loiacono, Terence Sperringer Jr., Shawn T. Brown

CoRR, 2023

2017

A Bayesian system to detect and characterize overlapping outbreaks.

John M. Aronis, Nicholas Millett, Michael M. Wagner, Fu-Chiang Tsui, Ye Ye, Jeffrey P. Ferraro, Peter J. Haug, Per H. Gesteland, Gregory F. Cooper

J. Biomed. Informatics, 2017

The effects of natural language processing on cross-institutional portability of influenza case detection for disease surveillance.

Jeffrey P. Ferraro, Ye Ye, Per H. Gesteland, Peter J. Haug, Fu-Chiang Tsui, Gregory F. Cooper, Rudy Van Bree, Thomas Ginter, Andrew Nowalk, Michael M. Wagner

Appl. Clin. Inform., 2017

2016

The Apollo Structured Vocabulary: an OWL2 ontology of phenomena in infectious disease epidemiology and population biology for use in epidemic simulation.

William R. Hogan, Michael M. Wagner, Mathias Brochhausen, John D. Levander, Shawn T. Brown, Nicholas Millett, Jay DePasse, Josh Hanna

J. Biomed. Semant., 2016

Why is Natural Language Processing so Difficult to Generalize?

Jeffrey P. Ferraro, Peter J. Haug, Michael M. Wagner

Proceedings of the AMIA 2016, 2016

2015

Comparison of machine learning classifiers for influenza detection from emergency department free-text reports.

Arturo López Pineda, Ye Ye, Shyam Visweswaran, Gregory F. Cooper, Michael M. Wagner, Fuchiang (Rich) Tsui

J. Biomed. Informatics, 2015

A method for detecting and characterizing outbreaks of infectious disease from clinical reports.

Gregory F. Cooper, Ricardo Villamarín-Salomón, Fuchiang (Rich) Tsui, Nicholas Millett, Jeremy U. Espino, Michael M. Wagner

J. Biomed. Informatics, 2015

2014

Research and applications: Influenza detection from emergency department reports using natural language processing and Bayesian network classifiers.

Ye Ye, Fuchiang (Rich) Tsui, Michael M. Wagner, Jeremy U. Espino, Qi Li

J. Am. Medical Informatics Assoc., 2014

A Novel Representation of Terms Related to Infectious Disease Epidemiology for Epidemic Modeling: The Apollo Structured Vocabulary and Pre-existing Representations.

Mathias Brochhausen, William R. Hogan, John D. Levander, Shawn T. Brown, Nicholas Millett, Josh Hanna, Michael M. Wagner

Proceedings of the 5th International Conference on Biomedical Ontology, 2014

2013

A method for estimating from thermometer sales the incidence of diseases that are symptomatically similar to influenza.

Ricardo Villamarín-Salomón, Gregory F. Cooper, Michael M. Wagner, Fu-Chiang Tsui, Jeremy U. Espino

J. Biomed. Informatics, 2013

Apollo: Giving application developers a single point of access to public health models using structured vocabularies and Web services.

Michael M. Wagner, John D. Levander, Shawn T. Brown, William R. Hogan, Nicholas Millett, Josh Hanna

Proceedings of the AMIA 2013, 2013

2012

A Decision-Theoretic Model of Disease Surveillance and Control and a Prototype Implementation for the Disease Influenza.

Michael M. Wagner, Gregory F. Cooper, Fu-Chiang Tsui, Jeremy U. Espino, Hendrik Harkema, John D. Levander, Ricardo Villamarín-Salomón, Nicholas Millett, Shawn T. Brown, Anthony Gallaggher

Proceedings of the Workshops Proceedings of the IEEE 28th International Conference on Data Engineering, 2012

2009

Bayesian prediction of an epidemic curve.

Xia Jiang, Garrick L. Wallstrom, Gregory F. Cooper, Michael M. Wagner

J. Biomed. Informatics, 2009

2008

Modeling the Temporal Trend of the Daily Severity of an Outbreak Using Bayesian Networks.

Xia Jiang, Michael M. Wagner, Gregory F. Cooper

Proceedings of the Innovations in Bayesian Networks: Theory and Applications, 2008

2007

Early Outbreak Detection Using an Automated Data Feed of Test Orders from a Veterinary Diagnostic Laboratory.

Loren Shaffer, Julie Funk, Päivi Rajala-Schultz, Garrick L. Wallstrom, Thomas Wittum, Michael M. Wagner, William Saville

Proceedings of the Intelligence and Security Informatics: Biosurveillance, 2007

An Evaluation of Biosurveillance Grid - Dynamic Algorithm Distribution Across Multiple Computer Nodes.

Ming-Chi Tsai, Fu-Chiang Tsui, Michael M. Wagner

Proceedings of the AMIA 2007, 2007

2006

Timeliness Study of Radiology and Microbiology Reports in A Healthcare System for Biosurveillance.

Jialan Que, Fu-Chiang Tsui, Michael M. Wagner

Proceedings of the AMIA 2006, 2006

2005

What's Strange About Recent Events (WSARE): An Algorithm for the Early Detection of Disease Outbreaks.

Weng-Keen Wong, Andrew W. Moore, Gregory F. Cooper, Michael M. Wagner

J. Mach. Learn. Res., 2005

Research Paper: Generating a Reliable Reference Standard Set for Syndromic Case Classification.

Wendy Webber Chapman, John N. Dowling, Michael M. Wagner

J. Am. Medical Informatics Assoc., 2005

Classifying free-text triage chief complaints into syndromic categories with natural language processing.

Wendy Webber Chapman, Lee M. Christensen, Michael M. Wagner, Peter J. Haug, Oleg Ivanov, John N. Dowling, Robert T. Olszewski

Artif. Intell. Medicine, 2005

Issue a Boil-Water Advisory or Wait for Definitive Information? A Decision Analysis.

Michael M. Wagner, Garrick L. Wallstrom, Agnieszka Onisko

Proceedings of the AMIA 2005, 2005

Key Design Elements of a Data Utility for National Biosurveillance: Event-driven Architecture, Caching, and Web Service Model.

Fu-Chiang Tsui, Jeremy U. Espino, Yan Weng, Arvinder Choudary, Hoah-Der Su, Michael M. Wagner

Proceedings of the AMIA 2005, 2005

An Evaluation of Three Policies for Updating Product Categories in the National Retail Data Monitor.

William R. Hogan, Garrick L. Wallstrom, Michael M. Wagner

Proceedings of the AMIA 2005, 2005

2004

Fever detection from free-text clinical records for biosurveillance.

Wendy Webber Chapman, John N. Dowling, Michael M. Wagner

J. Biomed. Informatics, 2004

Review Paper: Implementing Syndromic Surveillance: A Practical Guide Informed by the Early Experience.

Kenneth D. Mandl, J. Marc Overhage, Michael M. Wagner, William B. Lober, Paola Sebastiani, Farzad Mostashari, Julie A. Pavlin, Per H. Gesteland, Tracee Treadwell, Eileen Koski, Lori Hutwagner, David L. Buckeridge, Raymond D. Aller, Shaun J. Grannis

J. Am. Medical Informatics Assoc., 2004

Bayesian Biosurveillance of Disease Outbreaks.

Gregory F. Cooper, Denver Dash, John D. Levander, Weng-Keen Wong, William R. Hogan, Michael M. Wagner

Proceedings of the UAI '04, 2004

Analysis of Web Access Logs for Surveillance of Influenza.

Heather A. Johnson, Michael M. Wagner, William R. Hogan, Wendy W. Chapman, Robert T. Olszewski, John N. Dowling, Gary Barnas

Proceedings of the MEDINFO 2004, 2004

The RODS Open Source Project: Removing a Barrier to Syndromic Surveillance.

Jeremy U. Espino, Michael M. Wagner, Fu-Chiang Tsui, Hoah-Der Su, Robert T. Olszewski, Zhen Liu, Wendy W. Chapman, Xiaoming Zeng, Lili Ma, Zhong Wei Lu, Jagan Dara

Proceedings of the MEDINFO 2004, 2004

2003

Representative threats for research in public health surveillance.

Michael M. Wagner, Virginia M. Dato, John N. Dowling, Michael Allswede

J. Biomed. Informatics, 2003

Application of Information Technology: Design of a National Retail Data Monitor for Public Health Surveillance.

Michael M. Wagner, J. Michael Robinson, Fu-Chiang Tsui, Jeremy U. Espino, William R. Hogan

J. Am. Medical Informatics Assoc., 2003

Application of Information Technology: Technical Description of RODS: A Real-time Public Health Surveillance System.

Fu-Chiang Tsui, Jeremy U. Espino, Virginia M. Dato, Per H. Gesteland, Judith Hutman, Michael M. Wagner

J. Am. Medical Informatics Assoc., 2003

Research Paper: Detection of Pediatric Respiratory and Diarrheal Outbreaks from Sales of Over-the-counter Electrolyte Products.

William R. Hogan, Fu-Chiang Tsui, Oleg Ivanov, Per H. Gesteland, Shaun J. Grannis, J. Marc Overhage, J. Michael Robinson, Michael M. Wagner

J. Am. Medical Informatics Assoc., 2003

Application of Information Technology: Automated Syndromic Surveillance for the 2002 Winter Olympics.

Per H. Gesteland, Reed M. Gardner, Fu-Chiang Tsui, Jeremy U. Espino, Robert T. Rolfs, Brent C. James, Wendy Webber Chapman, Andrew W. Moore, Michael M. Wagner

J. Am. Medical Informatics Assoc., 2003

Research Paper: Creating a Text Classifier to Detect Radiology Reports Describing Mediastinal Findings Associated with Inhalational Anthrax and Other Disorders.

Wendy Webber Chapman, Gregory F. Cooper, Paul Hanbury, Brian E. Chapman, Lee H. Harrison, Michael M. Wagner

J. Am. Medical Informatics Assoc., 2003

Bayesian Network Anomaly Pattern Detection for Disease Outbreaks.

Weng-Keen Wong, Andrew W. Moore, Gregory F. Cooper, Michael M. Wagner

Proceedings of the Machine Learning, 2003

Detection of Outbreaks from Time Series Data Using Wavelet Transform.

Jun Zhang, Fu-Chiang Tsui, Michael M. Wagner, William R. Hogan

Proceedings of the AMIA 2003, 2003

A Framework for Infection Control Surveillance Using Association Rules.

Lili Ma, Fu-Chiang Tsui, William R. Hogan, Michael M. Wagner, Haobo Ma

Proceedings of the AMIA 2003, 2003

Detection of Pediatric Respiratory and Gastrointestinal Outbreaks from Free-Text Chief Complaints.

Oleg Ivanov, Per H. Gesteland, William R. Hogan, Michael B. Mundorff, Michael M. Wagner

Proceedings of the AMIA 2003, 2003

Telephone Triage: A Timely Data Source for Surveillance of Influenza-like Diseases.

Jeremy U. Espino, William R. Hogan, Michael M. Wagner

Proceedings of the AMIA 2003, 2003

2002

Modeling the Effects of Epidemics on Routinely Collected Data.

Xiaoming Zeng, Michael M. Wagner

J. Am. Medical Informatics Assoc., 2002

Viewpoint: The Space Race and Biodefense: Lessons from NASA about Big Science and the Role of Medical Informatics.

Michael M. Wagner

J. Am. Medical Informatics Assoc., 2002

Value of ICD-9-Coded Chief Complaints for Detection of Epidemics.

Fu-Chiang Tsui, Michael M. Wagner, Virginia M. Dato, Chung-Chou Ho Chang

J. Am. Medical Informatics Assoc., 2002

Brief Review: The Informatics Response in Disaster, Terrorism, and War.

Jonathan M. Teich, Michael M. Wagner, Colin F. Mackenzie, Klaus O. Schafer

J. Am. Medical Informatics Assoc., 2002

Review Paper: Roundtable on Bioterrorism Detection: Information System-based Surveillance.

William B. Lober, Bryant Thomas Karras, Michael M. Wagner, J. Marc Overhage, Arthur J. Davidson, Hamish Fraser, Lisa J. Trigg, Kenneth D. Mandl, Jeremy U. Espino, Fu-Chiang Tsui

J. Am. Medical Informatics Assoc., 2002

Data, network, and application: technical description of the Utah RODS Winter Olympic Biosurveillance System.

Fu-Chiang Tsui, Jeremy U. Espino, Michael M. Wagner, Per H. Gesteland, Oleg Ivanov, Robert T. Olszewski, Zhen Liu, Xiaoming Zeng, Wendy W. Chapman, Weng-Keen Wong, Andrew W. Moore

Proceedings of the AMIA 2002, 2002

A Simple Bayesian Network for Tuberculosis Detection.

Haobo Ma, Fu-Chiang Tsui, Jeremy U. Espino, Michael M. Wagner

Proceedings of the AMIA 2002, 2002

Accuracy of three classifiers of acute gastrointestinal syndrome for syndromic surveillance.

Oleg Ivanov, Michael M. Wagner, Wendy W. Chapman, Robert T. Olszewski

Proceedings of the AMIA 2002, 2002

Experience with Message Format and Code Set Standards for Early Warning Public Health Surveillance Systems.

William R. Hogan, Michael M. Wagner, Fu-Chiang Tsui

Proceedings of the AMIA 2002, 2002

Rapid deployment of an electronic disease surveillance system in the state of Utah for the 2002 Olympic Winter Games.

Per H. Gesteland, Michael M. Wagner, Wendy W. Chapman, Jeremy U. Espino, Fu-Chiang Tsui, Reed M. Gardner, Robert T. Rolfs, Virginia M. Dato, Brent C. James, Peter J. Haug

Proceedings of the AMIA 2002, 2002

Rule-Based Anomaly Pattern Detection for Detecting Disease Outbreaks.

Weng-Keen Wong, Andrew W. Moore, Gregory F. Cooper, Michael M. Wagner

Proceedings of the Eighteenth National Conference on Artificial Intelligence and Fourteenth Conference on Innovative Applications of Artificial Intelligence, July 28, 2002

2001

Accuracy of ICD-9-coded chief complaints and diagnoses for the detection of acute respiratory illness.

Jeremy U. Espino, Michael M. Wagner

Proceedings of the AMIA 2001, 2001

1999

Dissemination of New Medical Knowledge: Towards the Use of Electronic Communication Channels to Distribute ACP Journal Club Reviews.

Wayne Wilbright, Michael M. Wagner, Stuart A. Eisenstadt

Proceedings of the AMIA 1999, 1999

Design of a clinical notification system.

Michael M. Wagner, Fu-Chiang Tsui, Jeff Pike, Lori Pike

Proceedings of the AMIA 1999, 1999

A feasibility study of two methods for end-user configuration of a clinical event monitor.

Fu-Chiang Tsui, Michael M. Wagner, Wayne Wilbright, Aaron Tse, William R. Hogan

Proceedings of the AMIA 1999, 1999

The use of an explanation algorithm in a clinical event monitor.

William R. Hogan, Michael M. Wagner

Proceedings of the AMIA 1999, 1999

1998

Preferences of interns and residents for E-mail, paging, or traditional methods for the delivery of different types of clinical information.

Michael M. Wagner, Stuart A. Eisenstadt, William R. Hogan, Marvin C. Pankaskie

Proceedings of the AMIA 1998, 1998

Optimal use of communication channels in clinical event monitoring.

William R. Hogan, Michael M. Wagner

Proceedings of the AMIA 1998, 1998

Mobile workers in healthcare and their information needs: are 2-way pagers the answer?

Stuart A. Eisenstadt, Michael M. Wagner, William R. Hogan, Marvin C. Pankaskie, Fu-Chiang Tsui, Wayne Wilbright

Proceedings of the AMIA 1998, 1998

1997

Review: Accuracy of Data in Computer-based Patient Records.

William R. Hogan, Michael M. Wagner

J. Am. Medical Informatics Assoc., 1997

Representing and developing temporally abstracted knowledge as a means towards facilitating time modeling in medical decision-support systems.

Constantin F. Aliferis, Gregory F. Cooper, Martha E. Pollack, Bruce G. Buchanan, Michael M. Wagner

Comput. Biol. Medicine, 1997

Clinical event monitoring at the University of Pittsburgh.

Michael M. Wagner, Marvin C. Pankaskie, William R. Hogan, Fu-Chiang Tsui, Stuart A. Eisenstadt, Eric Rodriguez, John K. Vries

Proceedings of the AMIA 1997, 1997

Implementing NCEP guidelines in a Web-based disease-management system.

Fu-Chiang Tsui, Michael M. Wagner, M. E. Thompson

Proceedings of the AMIA 1997, 1997

Use of CLIPS for representation and inference in a clinical event monitor.

Marvin C. Pankaskie, Michael M. Wagner

Proceedings of the AMIA 1997, 1997

1996

Research Paper: The Accuracy of Medication Data in an Outpatient Electronic Medical Record.

Michael M. Wagner, William R. Hogan

J. Am. Medical Informatics Assoc., 1996