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ORCIDMichael M. Wagner 0001
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- affiliation: University of Pittsburgh, Department of Biomedical Informatics, PA, USA
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2020 – today
- 2024
[j28]Michael M. Wagner
, William R. Hogan, John D. Levander, Matthew Diller:
Towards Machine-FAIR: Representing software and datasets to facilitate reuse and scientific discovery by machines. J. Biomed. Informatics 154: 104647 (2024)- 2023
- [i2]Michael M. Wagner, William R. Hogan, John D. 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 abs/2311.06989 (2023)
2010 – 2019
- 2017
- [j27]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:
The effects of natural language processing on cross-institutional portability of influenza case detection for disease surveillance. Appl. Clin. Inform. 08(02): 560-580 (2017) - [j26]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: 171-181 (2017) - 2016
- [j25]William R. Hogan, Michael M. Wagner, Mathias Brochhausen, John D. 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: 50 (2016) - [c37]Jeffrey P. Ferraro, Peter J. Haug, Michael M. Wagner:
Why is Natural Language Processing so Difficult to Generalize? AMIA 2016 - 2015
- [j24]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: 15-26 (2015) - [j23]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: 60-69 (2015) - 2014
- [j22]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): 815-823 (2014) - [c36]Mathias Brochhausen, William R. Hogan, John D. 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: 21-26 - 2013
- [j21]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): 444-457 (2013) - [c35]Michael M. Wagner, John D. 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 - 2012
- [c34]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:
A Decision-Theoretic Model of Disease Surveillance and Control and a Prototype Implementation for the Disease Influenza. ICDE Workshops 2012: 49-54 - [i1]Gregory F. Cooper, Denver Dash, John D. Levander, Weng-Keen Wong, William R. Hogan, Michael M. Wagner:
Bayesian Biosurveillance of Disease Outbreaks. CoRR abs/1207.4122 (2012)
2000 – 2009
- 2009
- [j20]Xia Jiang, Garrick L. Wallstrom, Gregory F. Cooper, Michael M. Wagner:
Bayesian prediction of an epidemic curve. J. Biomed. Informatics 42(1): 90-99 (2009) - 2008
- [p1]Xia Jiang, Michael M. Wagner, Gregory F. Cooper:
Modeling the Temporal Trend of the Daily Severity of an Outbreak Using Bayesian Networks. Innovations in Bayesian Networks 2008: 169-185 - 2007
- [c33]Ming-Chi Tsai, Fu-Chiang Tsui, Michael M. Wagner:
An Evaluation of Biosurveillance Grid - Dynamic Algorithm Distribution Across Multiple Computer Nodes. AMIA 2007 - [c32]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: 1-10 - 2006
- [c31]Jialan Que, Fu-Chiang Tsui, Michael M. Wagner:
Timeliness Study of Radiology and Microbiology Reports in A Healthcare System for Biosurveillance. AMIA 2006 - 2005
- [j19]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): 31-40 (2005) - [j18]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): 618-629 (2005) - [j17]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: 1961-1998 (2005) - [c30]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 - [c29]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 - [c28]Michael M. Wagner, Garrick L. Wallstrom, Agnieszka Onisko:
Issue a Boil-Water Advisory or Wait for Definitive Information? A Decision Analysis. AMIA 2005 - 2004
- [j16]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): 141-150 (2004) - [j15]Wendy Webber Chapman, John N. Dowling, Michael M. Wagner:
Fever detection from free-text clinical records for biosurveillance. J. Biomed. Informatics 37(2): 120-127 (2004) - [c27]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: 1192-1196 - [c26]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: 1202-1206 - [c25]Gregory F. Cooper, Denver Dash, John D. Levander, Weng-Keen Wong, William R. Hogan, Michael M. Wagner:
Bayesian Biosurveillance of Disease Outbreaks. UAI 2004: 94-103 - 2003
- [j14]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): 399-408 (2003) - [j13]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): 409-418 (2003) - [j12]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): 494-503 (2003) - [j11]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): 547-554 (2003) - [j10]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): 555-562 (2003) - [j9]Michael M. Wagner, Virginia M. Dato, John N. Dowling, Michael Allswede:
Representative threats for research in public health surveillance. J. Biomed. Informatics 36(3): 177-188 (2003) - [c24]Jeremy U. Espino, William R. Hogan, Michael M. Wagner:
Telephone Triage: A Timely Data Source for Surveillance of Influenza-like Diseases. AMIA 2003 - [c23]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 - [c22]Lili Ma, Fu-Chiang Tsui, William R. Hogan, Michael M. Wagner, Haobo Ma:
A Framework for Infection Control Surveillance Using Association Rules. AMIA 2003 - [c21]Jun Zhang, Fu-Chiang Tsui, Michael M. Wagner, William R. Hogan:
Detection of Outbreaks from Time Series Data Using Wavelet Transform. AMIA 2003 - [c20]Weng-Keen Wong, Andrew W. Moore, Gregory F. Cooper, Michael M. Wagner:
Bayesian Network Anomaly Pattern Detection for Disease Outbreaks. ICML 2003: 808-815 - 2002
- [j8]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): 97-104 (2002) - [j7]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): 105-115 (2002) - [j6]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): 120-122 (2002) - [j5]Xiaoming Zeng, Michael M. Wagner:
Modeling the Effects of Epidemics on Routinely Collected Data. J. Am. Medical Informatics Assoc. 9(Supplement): 17-22 (2002) - [j4]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): 41-48 (2002) - [c19]Weng-Keen Wong, Andrew W. Moore, Gregory F. Cooper, Michael M. Wagner:
Rule-Based Anomaly Pattern Detection for Detecting Disease Outbreaks. AAAI/IAAI 2002: 217-223 - [c18]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 - [c17]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 - [c16]Oleg Ivanov, Michael M. Wagner, Wendy W. Chapman, Robert T. Olszewski:
Accuracy of three classifiers of acute gastrointestinal syndrome for syndromic surveillance. AMIA 2002 - [c15]Haobo Ma, Fu-Chiang Tsui, Jeremy U. Espino, Michael M. Wagner:
A Simple Bayesian Network for Tuberculosis Detection. AMIA 2002 - [c14]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 - 2001
- [c13]Jeremy U. Espino, Michael M. Wagner:
Accuracy of ICD-9-coded chief complaints and diagnoses for the detection of acute respiratory illness. AMIA 2001 - [c12]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 - [c11]Xiaoming Zeng, Michael M. Wagner:
Modeling the effects of epidemics on routinely collected data. AMIA 2001
1990 – 1999
- 1999
- [c10]William R. Hogan, Michael M. Wagner:
The use of an explanation algorithm in a clinical event monitor. AMIA 1999 - [c9]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 - [c8]Michael M. Wagner, Fu-Chiang Tsui, Jeff Pike, Lori Pike:
Design of a clinical notification system. AMIA 1999 - [c7]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 - 1998
- [c6]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 - [c5]William R. Hogan, Michael M. Wagner:
Optimal use of communication channels in clinical event monitoring. AMIA 1998 - [c4]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 - 1997
- [j3]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): 411-434 (1997) - [j2]William R. Hogan, Michael M. Wagner:
Review: Accuracy of Data in Computer-based Patient Records. J. Am. Medical Informatics Assoc. 4(5): 342-355 (1997) - [c3]Marvin C. Pankaskie, Michael M. Wagner:
Use of CLIPS for representation and inference in a clinical event monitor. AMIA 1997 - [c2]Fu-Chiang Tsui, Michael M. Wagner, M. E. Thompson:
Implementing NCEP guidelines in a Web-based disease-management system. AMIA 1997 - [c1]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 - 1996
- [j1]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): 234-244 (1996)
Coauthor Index
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