Michael M. Wagner

Affiliations:
  • University of Pittsburgh, Department of Biomedical Informatics, PA, USA


According to our database1, Michael M. Wagner authored at least 64 papers between 1996 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Creating a Discipline-specific Commons for Infectious Disease Epidemiology.
CoRR, 2023

2017
A Bayesian system to detect and characterize overlapping outbreaks.
J. Biomed. Informatics, 2017

The effects of natural language processing on cross-institutional portability of influenza case detection for disease surveillance.
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.
J. Biomed. Semant., 2016

Why is Natural Language Processing so Difficult to Generalize?
Proceedings of the AMIA 2016, 2016

2015
Comparison of machine learning classifiers for influenza detection from emergency department free-text reports.
J. Biomed. Informatics, 2015

A method for detecting and characterizing outbreaks of infectious disease from clinical reports.
J. Biomed. Informatics, 2015

2014
Research and applications: Influenza detection from emergency department reports using natural language processing and Bayesian network classifiers.
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.
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.
J. Biomed. Informatics, 2013

Apollo: Giving application developers a single point of access to public health models using structured vocabularies and Web services.
Proceedings of the AMIA 2013, 2013

2012
A Decision-Theoretic Model of Disease Surveillance and Control and a Prototype Implementation for the Disease Influenza.
Proceedings of the Workshops Proceedings of the IEEE 28th International Conference on Data Engineering, 2012

2009
Bayesian prediction of an epidemic curve.
J. Biomed. Informatics, 2009

2008
Modeling the Temporal Trend of the Daily Severity of an Outbreak Using Bayesian Networks.
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.
Proceedings of the Intelligence and Security Informatics: Biosurveillance, 2007

An Evaluation of Biosurveillance Grid - Dynamic Algorithm Distribution Across Multiple Computer Nodes.
Proceedings of the AMIA 2007, 2007

2006
Timeliness Study of Radiology and Microbiology Reports in A Healthcare System for Biosurveillance.
Proceedings of the AMIA 2006, 2006

2005
What's Strange About Recent Events (WSARE): An Algorithm for the Early Detection of Disease Outbreaks.
J. Mach. Learn. Res., 2005

Research Paper: Generating a Reliable Reference Standard Set for Syndromic Case Classification.
J. Am. Medical Informatics Assoc., 2005

Classifying free-text triage chief complaints into syndromic categories with natural language processing.
Artif. Intell. Medicine, 2005

Issue a Boil-Water Advisory or Wait for Definitive Information? A Decision Analysis.
Proceedings of the AMIA 2005, 2005

Key Design Elements of a Data Utility for National Biosurveillance: Event-driven Architecture, Caching, and Web Service Model.
Proceedings of the AMIA 2005, 2005

An Evaluation of Three Policies for Updating Product Categories in the National Retail Data Monitor.
Proceedings of the AMIA 2005, 2005

2004
Fever detection from free-text clinical records for biosurveillance.
J. Biomed. Informatics, 2004

Review Paper: Implementing Syndromic Surveillance: A Practical Guide Informed by the Early Experience.
J. Am. Medical Informatics Assoc., 2004

Bayesian Biosurveillance of Disease Outbreaks.
Proceedings of the UAI '04, 2004

Analysis of Web Access Logs for Surveillance of Influenza.
Proceedings of the MEDINFO 2004, 2004

The RODS Open Source Project: Removing a Barrier to Syndromic Surveillance.
Proceedings of the MEDINFO 2004, 2004

2003
Representative threats for research in public health surveillance.
J. Biomed. Informatics, 2003

Application of Information Technology: Design of a National Retail Data Monitor for Public Health Surveillance.
J. Am. Medical Informatics Assoc., 2003

Application of Information Technology: Technical Description of RODS: A Real-time Public Health Surveillance System.
J. Am. Medical Informatics Assoc., 2003

Research Paper: Detection of Pediatric Respiratory and Diarrheal Outbreaks from Sales of Over-the-counter Electrolyte Products.
J. Am. Medical Informatics Assoc., 2003

Application of Information Technology: Automated Syndromic Surveillance for the 2002 Winter Olympics.
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.
J. Am. Medical Informatics Assoc., 2003

Bayesian Network Anomaly Pattern Detection for Disease Outbreaks.
Proceedings of the Machine Learning, 2003

Detection of Outbreaks from Time Series Data Using Wavelet Transform.
Proceedings of the AMIA 2003, 2003

A Framework for Infection Control Surveillance Using Association Rules.
Proceedings of the AMIA 2003, 2003

Detection of Pediatric Respiratory and Gastrointestinal Outbreaks from Free-Text Chief Complaints.
Proceedings of the AMIA 2003, 2003

Telephone Triage: A Timely Data Source for Surveillance of Influenza-like Diseases.
Proceedings of the AMIA 2003, 2003

2002
Modeling the Effects of Epidemics on Routinely Collected Data.
J. Am. Medical Informatics Assoc., 2002

Viewpoint: The Space Race and Biodefense: Lessons from NASA about Big Science and the Role of Medical Informatics.
J. Am. Medical Informatics Assoc., 2002

Value of ICD-9-Coded Chief Complaints for Detection of Epidemics.
J. Am. Medical Informatics Assoc., 2002

Brief Review: The Informatics Response in Disaster, Terrorism, and War.
J. Am. Medical Informatics Assoc., 2002

Review Paper: Roundtable on Bioterrorism Detection: Information System-based Surveillance.
J. Am. Medical Informatics Assoc., 2002

Data, network, and application: technical description of the Utah RODS Winter Olympic Biosurveillance System.
Proceedings of the AMIA 2002, 2002

A Simple Bayesian Network for Tuberculosis Detection.
Proceedings of the AMIA 2002, 2002

Accuracy of three classifiers of acute gastrointestinal syndrome for syndromic surveillance.
Proceedings of the AMIA 2002, 2002

Experience with Message Format and Code Set Standards for Early Warning Public Health Surveillance Systems.
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.
Proceedings of the AMIA 2002, 2002

Rule-Based Anomaly Pattern Detection for Detecting Disease Outbreaks.
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.
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.
Proceedings of the AMIA 1999, 1999

Design of a clinical notification system.
Proceedings of the AMIA 1999, 1999

A feasibility study of two methods for end-user configuration of a clinical event monitor.
Proceedings of the AMIA 1999, 1999

The use of an explanation algorithm in a clinical event monitor.
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.
Proceedings of the AMIA 1998, 1998

Optimal use of communication channels in clinical event monitoring.
Proceedings of the AMIA 1998, 1998

Mobile workers in healthcare and their information needs: are 2-way pagers the answer?
Proceedings of the AMIA 1998, 1998

1997
Review: Accuracy of Data in Computer-based Patient Records.
J. Am. Medical Informatics Assoc., 1997

Representing and developing temporally abstracted knowledge as a means towards facilitating time modeling in medical decision-support systems.
Comput. Biol. Medicine, 1997

Clinical event monitoring at the University of Pittsburgh.
Proceedings of the AMIA 1997, 1997

Implementing NCEP guidelines in a Web-based disease-management system.
Proceedings of the AMIA 1997, 1997

Use of CLIPS for representation and inference in a clinical event monitor.
Proceedings of the AMIA 1997, 1997

1996
Research Paper: The Accuracy of Medication Data in an Outpatient Electronic Medical Record.
J. Am. Medical Informatics Assoc., 1996


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