Michael M. Wagner

Publication Activity (10 Years)

Years Active: 1996-2023
Publications (10 Years): 6

Top Topics

Bayesian Network Classifiers

Natural Language

Infectious Disease

Top Venues

J. Biomed. Informatics

J. Biomed. Semant.

Publications

Michael M. Wagner, William R. Hogan, John Levander, Adam Darr, Matt Diller, Max Sibilla, Alexander T. Loiacono, Terence Sperringer Jr., Shawn T. Brown
Creating a Discipline-specific Commons for Infectious Disease Epidemiology. CoRR (2023)
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
A Bayesian system to detect and characterize overlapping outbreaks. J. Biomed. Informatics 73 (2017)
Jeffrey P. Ferraro, Peter J. Haug, Michael M. Wagner
Why is Natural Language Processing so Difficult to Generalize? AMIA (2016)
William R. Hogan, Michael M. Wagner, Mathias Brochhausen, John Levander, Shawn T. Brown, Nicholas Millett, Jay DePasse, Josh Hanna
The Apollo Structured Vocabulary: an OWL2 ontology of phenomena in infectious disease epidemiology and population biology for use in epidemic simulation. J. Biomed. Semant. 7 (2016)
Arturo López Pineda, Ye Ye, Shyam Visweswaran, Gregory F. Cooper, Michael M. Wagner, Fuchiang (Rich) Tsui
Comparison of machine learning classifiers for influenza detection from emergency department free-text reports. J. Biomed. Informatics 58 (2015)
Gregory F. Cooper, Ricardo Villamarín-Salomón, Fuchiang (Rich) Tsui, Nicholas Millett, Jeremy U. Espino, Michael M. Wagner
A method for detecting and characterizing outbreaks of infectious disease from clinical reports. J. Biomed. Informatics 53 (2015)
Ye Ye, Fuchiang (Rich) Tsui, Michael M. Wagner, Jeremy U. Espino, Qi Li
Research and applications: Influenza detection from emergency department reports using natural language processing and Bayesian network classifiers. J. Am. Medical Informatics Assoc. 21 (5) (2014)
Mathias Brochhausen, William R. Hogan, John Levander, Shawn T. Brown, Nicholas Millett, Josh Hanna, Michael M. Wagner
A Novel Representation of Terms Related to Infectious Disease Epidemiology for Epidemic Modeling: The Apollo Structured Vocabulary and Pre-existing Representations. ICBO (2014)
Ricardo Villamarín-Salomón, Gregory F. Cooper, Michael M. Wagner, Fu-Chiang Tsui, Jeremy U. Espino
A method for estimating from thermometer sales the incidence of diseases that are symptomatically similar to influenza. J. Biomed. Informatics 46 (3) (2013)
Michael M. Wagner, John Levander, Shawn T. Brown, William R. Hogan, Nicholas Millett, Josh Hanna
Apollo: Giving application developers a single point of access to public health models using structured vocabularies and Web services. AMIA (2013)
Michael M. Wagner, Gregory F. Cooper, Fu-Chiang Tsui, Jeremy U. Espino, Hendrik Harkema, John Levander, Ricardo Villamarín-Salomón, Nicholas Millett, Shawn T. Brown, Anthony Gallaggher
A Decision-Theoretic Model of Disease Surveillance and Control and a Prototype Implementation for the Disease Influenza. ICDE Workshops (2012)
Gregory F. Cooper, Denver Dash, John Levander, Weng-Keen Wong, William R. Hogan, Michael M. Wagner
Bayesian Biosurveillance of Disease Outbreaks CoRR (2012)
Xia Jiang, Garrick L. Wallstrom, Gregory F. Cooper, Michael M. Wagner
Bayesian prediction of an epidemic curve. J. Biomed. Informatics 42 (1) (2009)
Ming-Chi Tsai, Fu-Chiang Tsui, Michael M. Wagner
An Evaluation of Biosurveillance Grid - Dynamic Algorithm Distribution Across Multiple Computer Nodes. AMIA (2007)
Loren Shaffer, Julie Funk, Päivi Rajala-Schultz, Garrick L. Wallstrom, Thomas Wittum, Michael M. Wagner, William Saville
Early Outbreak Detection Using an Automated Data Feed of Test Orders from a Veterinary Diagnostic Laboratory. BioSurveillance (2007)
Jialan Que, Fu-Chiang Tsui, Michael M. Wagner
Timeliness Study of Radiology and Microbiology Reports in A Healthcare System for Biosurveillance. AMIA (2006)
Michael M. Wagner, Garrick L. Wallstrom, Agnieszka Onisko
Issue a Boil-Water Advisory or Wait for Definitive Information? A Decision Analysis. AMIA (2005)
William R. Hogan, Garrick L. Wallstrom, Michael M. Wagner
An Evaluation of Three Policies for Updating Product Categories in the National Retail Data Monitor. AMIA (2005)
Wendy Webber Chapman, John N. Dowling, Michael M. Wagner
Research Paper: Generating a Reliable Reference Standard Set for Syndromic Case Classification. J. Am. Medical Informatics Assoc. 12 (6) (2005)
Wendy Webber Chapman, Lee M. Christensen, Michael M. Wagner, Peter J. Haug, Oleg Ivanov, John N. Dowling, Robert T. Olszewski
Classifying free-text triage chief complaints into syndromic categories with natural language processing. Artif. Intell. Medicine 33 (1) (2005)
Fu-Chiang Tsui, Jeremy U. Espino, Yan Weng, Arvinder Choudary, Hoah-Der Su, Michael M. Wagner
Key Design Elements of a Data Utility for National Biosurveillance: Event-driven Architecture, Caching, and Web Service Model. AMIA (2005)
Weng-Keen Wong, Andrew W. Moore, Gregory F. Cooper, Michael M. Wagner
What's Strange About Recent Events (WSARE): An Algorithm for the Early Detection of Disease Outbreaks. J. Mach. Learn. Res. 6 (2005)
Wendy Webber Chapman, John N. Dowling, Michael M. Wagner
Fever detection from free-text clinical records for biosurveillance. J. Biomed. Informatics 37 (2) (2004)
Gregory F. Cooper, Denver Dash, John Levander, Weng-Keen Wong, William R. Hogan, Michael M. Wagner
Bayesian Biosurveillance of Disease Outbreaks. UAI (2004)
Heather A. Johnson, Michael M. Wagner, William R. Hogan, Wendy W. Chapman, Robert T. Olszewski, John N. Dowling, Gary Barnas
Analysis of Web Access Logs for Surveillance of Influenza. MedInfo (2004)
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
The RODS Open Source Project: Removing a Barrier to Syndromic Surveillance. MedInfo (2004)
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
Review Paper: Implementing Syndromic Surveillance: A Practical Guide Informed by the Early Experience. J. Am. Medical Informatics Assoc. 11 (2) (2004)
William R. Hogan, Fu-Chiang Tsui, Oleg Ivanov, Per H. Gesteland, Shaun J. Grannis, J. Marc Overhage, J. Michael Robinson, Michael M. Wagner
Research Paper: Detection of Pediatric Respiratory and Diarrheal Outbreaks from Sales of Over-the-counter Electrolyte Products. J. Am. Medical Informatics Assoc. 10 (6) (2003)
Jeremy U. Espino, William R. Hogan, Michael M. Wagner
Telephone Triage: A Timely Data Source for Surveillance of Influenza-like Diseases. AMIA (2003)
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
Application of Information Technology: Automated Syndromic Surveillance for the 2002 Winter Olympics. J. Am. Medical Informatics Assoc. 10 (6) (2003)
Oleg Ivanov, Per H. Gesteland, William R. Hogan, Michael B. Mundorff, Michael M. Wagner
Detection of Pediatric Respiratory and Gastrointestinal Outbreaks from Free-Text Chief Complaints. AMIA (2003)
Michael M. Wagner, J. Michael Robinson, Fu-Chiang Tsui, Jeremy U. Espino, William R. Hogan
Application of Information Technology: Design of a National Retail Data Monitor for Public Health Surveillance. J. Am. Medical Informatics Assoc. 10 (5) (2003)
Michael M. Wagner, Virginia M. Dato, John N. Dowling, Michael Allswede
Representative threats for research in public health surveillance. J. Biomed. Informatics 36 (3) (2003)
Jun Zhang, Fu-Chiang Tsui, Michael M. Wagner, William R. Hogan
Detection of Outbreaks from Time Series Data Using Wavelet Transform. AMIA (2003)
Wendy Webber Chapman, Gregory F. Cooper, Paul Hanbury, Brian E. Chapman, Lee H. Harrison, Michael M. Wagner
Research Paper: Creating a Text Classifier to Detect Radiology Reports Describing Mediastinal Findings Associated with Inhalational Anthrax and Other Disorders. J. Am. Medical Informatics Assoc. 10 (5) (2003)
Lili Ma, Fu-Chiang Tsui, William R. Hogan, Michael M. Wagner, Haobo Ma
A Framework for Infection Control Surveillance Using Association Rules. AMIA (2003)
Weng-Keen Wong, Andrew W. Moore, Gregory F. Cooper, Michael M. Wagner
Bayesian Network Anomaly Pattern Detection for Disease Outbreaks. ICML (2003)
Fu-Chiang Tsui, Jeremy U. Espino, Virginia M. Dato, Per H. Gesteland, Judith Hutman, Michael M. Wagner
Application of Information Technology: Technical Description of RODS: A Real-time Public Health Surveillance System. J. Am. Medical Informatics Assoc. 10 (5) (2003)
Oleg Ivanov, Michael M. Wagner, Wendy W. Chapman, Robert T. Olszewski
Accuracy of three classifiers of acute gastrointestinal syndrome for syndromic surveillance. AMIA (2002)
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
Review Paper: Roundtable on Bioterrorism Detection: Information System-based Surveillance. J. Am. Medical Informatics Assoc. 9 (2) (2002)
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
Data, network, and application: technical description of the Utah RODS Winter Olympic Biosurveillance System. AMIA (2002)
William R. Hogan, Michael M. Wagner, Fu-Chiang Tsui
Experience with Message Format and Code Set Standards for Early Warning Public Health Surveillance Systems. AMIA (2002)
Fu-Chiang Tsui, Michael M. Wagner, Virginia M. Dato, Chung-Chou Ho Chang
Value of ICD-9-Coded Chief Complaints for Detection of Epidemics. J. Am. Medical Informatics Assoc. 9 (Supplement) (2002)
Xiaoming Zeng, Michael M. Wagner
Modeling the Effects of Epidemics on Routinely Collected Data. J. Am. Medical Informatics Assoc. 9 (Supplement) (2002)
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
Rapid deployment of an electronic disease surveillance system in the state of Utah for the 2002 Olympic Winter Games. AMIA (2002)
Weng-Keen Wong, Andrew W. Moore, Gregory F. Cooper, Michael M. Wagner
Rule-Based Anomaly Pattern Detection for Detecting Disease Outbreaks. AAAI/IAAI (2002)
Michael M. Wagner
Viewpoint: The Space Race and Biodefense: Lessons from NASA about Big Science and the Role of Medical Informatics. J. Am. Medical Informatics Assoc. 9 (2) (2002)
Jonathan M. Teich, Michael M. Wagner, Colin F. Mackenzie, Klaus O. Schafer
Brief Review: The Informatics Response in Disaster, Terrorism, and War. J. Am. Medical Informatics Assoc. 9 (2) (2002)
Haobo Ma, Fu-Chiang Tsui, Jeremy U. Espino, Michael M. Wagner
A Simple Bayesian Network for Tuberculosis Detection. AMIA (2002)
Jeremy U. Espino, Michael M. Wagner
Accuracy of ICD-9-coded chief complaints and diagnoses for the detection of acute respiratory illness. AMIA (2001)
Xiaoming Zeng, Michael M. Wagner
Modeling the effects of epidemics on routinely collected data. AMIA (2001)
Fu-Chiang Tsui, Michael M. Wagner, Virginia M. Dato, Chung-Chou Ho Chang
Value of ICD-9 coded chief complaints for detection of epidemics. AMIA (2001)
Wayne Wilbright, Michael M. Wagner, Stuart A. Eisenstadt
Dissemination of New Medical Knowledge: Towards the Use of Electronic Communication Channels to Distribute ACP Journal Club Reviews. AMIA (1999)
William R. Hogan, Michael M. Wagner
The use of an explanation algorithm in a clinical event monitor. AMIA (1999)
Michael M. Wagner, Fu-Chiang Tsui, Jeff Pike, Lori Pike
Design of a clinical notification system. AMIA (1999)
Fu-Chiang Tsui, Michael M. Wagner, Wayne Wilbright, Aaron Tse, William R. Hogan
A feasibility study of two methods for end-user configuration of a clinical event monitor. AMIA (1999)
William R. Hogan, Michael M. Wagner
Optimal use of communication channels in clinical event monitoring. AMIA (1998)
Stuart A. Eisenstadt, Michael M. Wagner, William R. Hogan, Marvin C. Pankaskie, Fu-Chiang Tsui, Wayne Wilbright
Mobile workers in healthcare and their information needs: are 2-way pagers the answer? AMIA (1998)
Michael M. Wagner, Stuart A. Eisenstadt, William R. Hogan, Marvin C. Pankaskie
Preferences of interns and residents for E-mail, paging, or traditional methods for the delivery of different types of clinical information. AMIA (1998)
Marvin C. Pankaskie, Michael M. Wagner
Use of CLIPS for representation and inference in a clinical event monitor. AMIA (1997)
Constantin F. Aliferis, Gregory F. Cooper, Martha E. Pollack, Bruce G. Buchanan, Michael M. Wagner
Representing and developing temporally abstracted knowledge as a means towards facilitating time modeling in medical decision-support systems. Comput. Biol. Medicine 27 (5) (1997)
Michael M. Wagner, Marvin C. Pankaskie, William R. Hogan, Fu-Chiang Tsui, Stuart A. Eisenstadt, Eric Rodriguez, John K. Vries
Clinical event monitoring at the University of Pittsburgh. AMIA (1997)
Fu-Chiang Tsui, Michael M. Wagner, M. E. Thompson
Implementing NCEP guidelines in a Web-based disease-management system. AMIA (1997)
William R. Hogan, Michael M. Wagner
Review: Accuracy of Data in Computer-based Patient Records. J. Am. Medical Informatics Assoc. 4 (5) (1997)
Michael M. Wagner, William R. Hogan
Research Paper: The Accuracy of Medication Data in an Outpatient Electronic Medical Record. J. Am. Medical Informatics Assoc. 3 (3) (1996)