Michael M. Wagner - researchr alias

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Viewing Publication 1 - 58 from 58

2017

A Bayesian system to detect and characterize overlapping outbreaksJohn M. Aronis, Nicholas Millett, Michael M. Wagner, Fu-Chiang Tsui, Ye Ye, Jeffrey P. Ferraro, Peter J. Haug, Per H. Gesteland, Gregory F. Cooper. jbi, 73:171-181, 2017. [doi]

2016

Why is Natural Language Processing so Difficult to Generalize?Jeffrey P. Ferraro, Peter J. Haug, Michael M. Wagner. amia 2016: [doi]

The Apollo Structured Vocabulary: an OWL2 ontology of phenomena in infectious disease epidemiology and population biology for use in epidemic simulationWilliam R. Hogan, Michael M. Wagner, Mathias Brochhausen, John Levander, Shawn T. Brown, Nicholas Millett, Jay DePasse, Josh Hanna. biomedsem, 7:50, 2016. [doi]

2015

A method for detecting and characterizing outbreaks of infectious disease from clinical reportsGregory F. Cooper, Ricardo Villamarín, Fuchiang (Rich) Tsui, Nicholas Millett, Jeremy U. Espino, Michael M. Wagner. jbi, 53:15-26, 2015. [doi]

Comparison of machine learning classifiers for influenza detection from emergency department free-text reportsArturo López Pineda, Ye Ye, Shyam Visweswaran, Gregory F. Cooper, Michael M. Wagner, Fuchiang (Rich) Tsui. jbi, 58:60-69, 2015. [doi]

2014

A Novel Representation of Terms Related to Infectious Disease Epidemiology for Epidemic Modeling: The Apollo Structured Vocabulary and Pre-existing RepresentationsMathias Brochhausen, William R. Hogan, John Levander, Shawn T. Brown, Nicholas Millett, Josh Hanna, Michael M. Wagner. icbo 2014: 21-26 [doi]

Research and applications: Influenza detection from emergency department reports using natural language processing and Bayesian network classifiersYe Ye, Fuchiang (Rich) Tsui, Michael M. Wagner, Jeremy U. Espino, Qi Li. jamia, 21(5):815-823, 2014. [doi]

2013

A method for estimating from thermometer sales the incidence of diseases that are symptomatically similar to influenzaRicardo Villamarín-Salomón, Gregory F. Cooper, Michael M. Wagner, Fu-Chiang Tsui, Jeremy U. Espino. jbi, 46(3):444-457, 2013. [doi]

Apollo: Giving application developers a single point of access to public health models using structured vocabularies and Web servicesMichael M. Wagner, John Levander, Shawn T. Brown, William R. Hogan, Nicholas Millett, Josh Hanna. amia 2013: [doi]

2012

A Decision-Theoretic Model of Disease Surveillance and Control and a Prototype Implementation for the Disease InfluenzaMichael 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. icde 2012: 49-54 [doi]

2009

Bayesian prediction of an epidemic curveXia Jiang, Garrick L. Wallstrom, Gregory F. Cooper, Michael M. Wagner. jbi, 42(1):90-99, 2009. [doi]

2008

Modeling the Temporal Trend of the Daily Severity of an Outbreak Using Bayesian NetworksXia Jiang, Michael M. Wagner, Gregory F. Cooper. In Dawn E. Holmes, Lakhmi C. Jain, editors, Innovations in Bayesian Networks: Theory and Applications. Volume 156 of Studies in Computational Intelligence, pages 169-185, Springer, 2008. [doi]

2007

An Evaluation of Biosurveillance Grid - Dynamic Algorithm Distribution Across Multiple Computer NodesMing-Chi Tsai, Fu-Chiang Tsui, Michael M. Wagner. amia 2007: [doi]

2006

Timeliness Study of Radiology and Microbiology Reports in A Healthcare System for BiosurveillanceJialan Que, Fu-Chiang Tsui, Michael M. Wagner. amia 2006: [doi]

2005

Research Paper: Generating a Reliable Reference Standard Set for Syndromic Case ClassificationWendy Webber Chapman, John N. Dowling, Michael M. Wagner. jamia, 12(6):618-629, 2005. [doi]

Classifying free-text triage chief complaints into syndromic categories with natural language processingWendy Webber Chapman, Lee M. Christensen, Michael M. Wagner, Peter J. Haug, Oleg Ivanov, John N. Dowling, Robert T. Olszewski. artmed, 33(1):31-40, 2005. [doi]

An Evaluation of Three Policies for Updating Product Categories in the National Retail Data MonitorWilliam R. Hogan, Garrick L. Wallstrom, Michael M. Wagner. amia 2005: [doi]

Key Design Elements of a Data Utility for National Biosurveillance: Event-driven Architecture, Caching, and Web Service ModelFu-Chiang Tsui, Jeremy U. Espino, Yan Weng, Arvinder Choudary, Hoah-Der Su, Michael M. Wagner. amia 2005: [doi]

Issue a Boil-Water Advisory or Wait for Definitive Information? A Decision AnalysisMichael M. Wagner, Garrick L. Wallstrom, Agnieszka Onisko. amia 2005: [doi]

2004

Fever detection from free-text clinical records for biosurveillanceWendy Webber Chapman, John N. Dowling, Michael M. Wagner. jbi, 37(2):120-127, 2004. [doi]

The RODS Open Source Project: Removing a Barrier to Syndromic SurveillanceJeremy 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. medinfo 2004: 1192-1196 [doi]

Analysis of Web Access Logs for Surveillance of InfluenzaHeather A. Johnson, Michael M. Wagner, William R. Hogan, Wendy W. Chapman, Robert T. Olszewski, John N. Dowling, Gary Barnas. medinfo 2004: 1202-1206 [doi]

Review Paper: Implementing Syndromic Surveillance: A Practical Guide Informed by the Early ExperienceKenneth 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. jamia, 11(2):141-150, 2004. [doi]

2003

Research Paper: Creating a Text Classifier to Detect Radiology Reports Describing Mediastinal Findings Associated with Inhalational Anthrax and Other DisordersWendy Webber Chapman, Gregory F. Cooper, Paul Hanbury, Brian E. Chapman, Lee H. Harrison, Michael M. Wagner. jamia, 10(5):494-503, 2003. [doi]

Telephone Triage: A Timely Data Source for Surveillance of Influenza-like DiseasesJeremy U. Espino, William R. Hogan, Michael M. Wagner. amia 2003: [doi]

Application of Information Technology: Automated Syndromic Surveillance for the 2002 Winter OlympicsPer 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. jamia, 10(6):547-554, 2003. [doi]

Research Paper: Detection of Pediatric Respiratory and Diarrheal Outbreaks from Sales of Over-the-counter Electrolyte ProductsWilliam R. Hogan, Fu-Chiang Tsui, Oleg Ivanov, Per H. Gesteland, Shaun J. Grannis, J. Marc Overhage, J. Michael Robinson, Michael M. Wagner. jamia, 10(6):555-562, 2003. [doi]

Detection of Pediatric Respiratory and Gastrointestinal Outbreaks from Free-Text Chief ComplaintsOleg Ivanov, Per H. Gesteland, William R. Hogan, Michael B. Mundorff, Michael M. Wagner. amia 2003: [doi]

A Framework for Infection Control Surveillance Using Association RulesLili Ma, Fu-Chiang Tsui, William R. Hogan, Michael M. Wagner, Haobo Ma. amia 2003: [doi]

Application of Information Technology: Technical Description of RODS: A Real-time Public Health Surveillance SystemFu-Chiang Tsui, Jeremy U. Espino, Virginia M. Dato, Per H. Gesteland, Judith Hutman, Michael M. Wagner. jamia, 10(5):399-408, 2003. [doi]

Representative threats for research in public health surveillanceMichael M. Wagner, Virginia Dato, John N. Dowling, Michael Allswede. jbi, 36(3):177-188, 2003. [doi]

Application of Information Technology: Design of a National Retail Data Monitor for Public Health SurveillanceMichael M. Wagner, J. Michael Robinson, Fu-Chiang Tsui, Jeremy U. Espino, William R. Hogan. jamia, 10(5):409-418, 2003. [doi]

Detection of Outbreaks from Time Series Data Using Wavelet TransformJun Zhang, Fu-Chiang Tsui, Michael M. Wagner, William R. Hogan. amia 2003: [doi]

2002

Rapid deployment of an electronic disease surveillance system in the state of Utah for the 2002 Olympic Winter GamesPer 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. amia 2002: [doi]

Experience with Message Format and Code Set Standards for Early Warning Public Health Surveillance SystemsWilliam R. Hogan, Michael M. Wagner, Fu-Chiang Tsui. amia 2002: [doi]

Accuracy of three classifiers of acute gastrointestinal syndrome for syndromic surveillanceOleg Ivanov, Michael M. Wagner, Wendy W. Chapman, Robert T. Olszewski. amia 2002: [doi]

Review Paper: Roundtable on Bioterrorism Detection: Information System-based SurveillanceWilliam 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. jamia, 9(2):105-115, 2002. [doi]

A Simple Bayesian Network for Tuberculosis DetectionHaobo Ma, Fu-Chiang Tsui, Jeremy U. Espino, Michael M. Wagner. amia 2002: [doi]

Brief Review: The Informatics Response in Disaster, Terrorism, and WarJonathan M. Teich, Michael M. Wagner, Colin F. Mackenzie, Klaus O. Schafer. jamia, 9(2):97-104, 2002. [doi]

Value of ICD-9-Coded Chief Complaints for Detection of EpidemicsFu-Chiang Tsui, Michael M. Wagner, Virginia M. Dato, Chung-Chou Ho Chang. jamia, 9(Supplement):41-48, 2002. [doi]

Data, network, and application: technical description of the Utah RODS Winter Olympic Biosurveillance SystemFu-Chiang Tsui, Jeremy U. Espino, Michael M. Wagner, Per H. Gesteland, Oleg Ivanov, Robert T. Olszewski, Zhen Liu, Xiaoming Zeng, Wendy Chapman, Weng-Keen Wong, Andrew W. Moore. amia 2002: [doi]

Viewpoint: The Space Race and Biodefense: Lessons from NASA about Big Science and the Role of Medical InformaticsMichael M. Wagner. jamia, 9(2):120-122, 2002. [doi]

2001

Accuracy of ICD-9-coded chief complaints and diagnoses for the detection of acute respiratory illnessJeremy U. Espino, Michael M. Wagner. amia 2001: [doi]

Value of ICD-9 coded chief complaints for detection of epidemicsFu-Chiang Tsui, Michael M. Wagner, Virginia M. Dato, Chung-Chou Ho Chang. amia 2001: [doi]

Modeling the effects of epidemics on routinely collected dataXiaoming Zeng, Michael M. Wagner. amia 2001: [doi]

1999

1998

1997

Representing and developing temporally abstracted knowledge as a means towards facilitating time modeling in medical decision-support systemsConstantin F. Aliferis, Gregory F. Cooper, Martha E. Pollack, Bruce G. Buchanan, Michael M. Wagner. cbm, 27(5):411-434, 1997. [doi]

Review: Accuracy of Data in Computer-based Patient RecordsWilliam R. Hogan, Michael M. Wagner. jamia, 4(5):342-355, 1997. [doi]

Use of CLIPS for representation and inference in a clinical event monitorMarvin C. Pankaskie, Michael M. Wagner. amia 1997: [doi]

Implementing NCEP guidelines in a Web-based disease-management systemFu-Chiang Tsui, Michael M. Wagner, M. E. Thompson. amia 1997: [doi]

Clinical event monitoring at the University of PittsburghMichael M. Wagner, Marvin C. Pankaskie, William R. Hogan, Fu-Chiang Tsui, Stuart A. Eisenstadt, Eric Rodriguez, John K. Vries. amia 1997: [doi]

1996

Research Paper: The Accuracy of Medication Data in an Outpatient Electronic Medical RecordMichael M. Wagner, William R. Hogan. jamia, 3(3):234-244, 1996. [doi]

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