Vol. 2: Abstracts from the 2006 Conference of the International Society for Disease Surveillance
Aberration Detection
Table of Contents
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Bayesian Methods for Syndromic Surveillance
David Banks, Gauri Datta, James Lynch, Francisco Vera
41
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Automated Time Series Forecasting for Biosurveillance
Howard S. Burkom, Sean P. Murphy, Galit Shmueli
42
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Data-Adapted Temporal Alerting Algorithms for Routine Health Monitoring
Howard Burkom, John Copeland, Sean Murphy, Rick Hu, Jerry Tokars
43
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A Temporal Change-Point Framework for Syndromic Surveillance in an Academic Environment
Wenny Chandra, Harriet Black Nembhard, Rhonda BeLue
44
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A Bayesian Algorithm for Detecting CDC Category A Outbreak Diseases from Emergency Department Chief Complaints
Gregory F. Cooper, John N. Dowling, John D. Levander, Peter Sutovsky
45
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Syndromic Prediction Power: Comparing Covariates and Baselines
John Copeland, Gabriel Rainisch, Jerry Tokars, Howard Burkom, Nancy Grady, Roseanne English
46
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Discriminative Random Field Approach to Spatial Outbreak Detection
Kaustav Das, Maheshkumar R. Sabhnani, Eric Xing
47
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Exploring Multi-Cluster Structures with the Multi-Objective Circular Scan
Flavio dos Reis Moura, Luiz Duczmal, Ricardo Tavares, Ricardo H.C. Takahashi
48
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Enteric Disease Surveillance: Seasonal Changes in Population Profiles
Meena Doshi, Alfred DeMaria, Elena N. Naumova
49
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What Is the True Shape of a Disease Cluster? The Multi-Objective Genetic Scan
Luiz Duczmal, Andre L. F. Cancado, Ricardo H. C. Takahashi
50
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Detecting Coherent Structures in Syndromic Time Series Using Wavelets
James Dunyak, Miriam Nuno
51
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Clustering under the Null: One Reason for Too Many Signals
Ken Kleinman
52
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Cluster Detection Incorporating Lagged Test Data
Kevin Konty, Farzad Mostashari
53
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An Evaluation of Wavelet-Based Techniques for Prediction and Anomaly Detection in Univariate Syndromic Data
Thomas Lotze, Sean P. Murphy, Galit Shmueli
54
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Preparing Biosurveillance Data for Classic Monitoring
Thomas Lotze, Sean P. Murphy, Galit Shmueli
55
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Algorithms to Characterize Syndromic Surveillance Spatial Alerts
Jingsong Lu, Kevin Konty, Chris Goranson, Farzad Mostashari
56
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Geospatial Direction of Syndromes in the District of Columbia
Garret R. Lum, George Siaway, Kerda DeHaan, Gebreyesus Kidane, Samuel C. Washington
57
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Hybrid Probabilistic Modeling and Automated Data Fusion for Biosurveillance Applications
Zaruhi R. Mnatsakanyan, Sean P. Murphy, Raj J. Ashar, Howard Burkom
58
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Multi-Syndrome Analysis of Time Series: A New Concept for Outbreak Investigation
Mojdeh Mohtashemi, Katherine Yih, Ken Kleinman
59
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A Multivariate Bayesian Scan Statistic
Daniel B. Neill, Andrew W. Moore, Gregory F. Cooper
60
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A Robust Expectation-Based Spatial Scan Statistic
Daniel B. Neill, Maheshkumar R. Sabhnani
61
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Characterizing Repeated Outbreak Patterns in Influenza Time Series
Miriam Nuno, James Dunyak
62
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Privacy Protection versus Cluster Detection in Spatial Epidemiology
Karen L. Olson, Shaun J. Grannis, Kenneth D. Mandl
63
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Some Interactive Data Exploration Tools for Syndromic Surveillance
I. S. Painter, A. Harvey, K. Peterson, K. Welling, K. Taylor, P. T. Tran, L. Bredehoeft
64
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Mulitregional CUSUM Surveillance
Peter A. Rogerson, Minakshi Trivedi, Sharmistha Bagchi-Sen
65
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Rapid Processing of Ad-Hoc Queries against Large Sets of Time Series
Maheshkumar R. Sabhnani, Andrew W. Moore, Artur W. Dubrawski
66
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Early Detection of Influenza-like Illness: Developing a Multi-Variate Approach
Loren E. Shaffer, Shannon A. Rowe, Donald E. Reed
67
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Spatio-Temporal Visualizations as Interface: Constructing Geographic Animations of Disease Surveillance Data in a Syndromic Surveillance System
Karl Soetebier, Erin L. Murray, Alex Cowell
68
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Comparison of Aberration Detection Algorithms for Syndromic Surveillance
Deborah A. Stacey, Bradley Chrusczc, David Calvert
69
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A Flexible Space-Time Scan Statistic for Disease Outbreak
Kunihiko Takahashi, Martin Kulldorff, Toshiro Tango, Katherine Yih
70
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The Predictive Accuracy of Non-Regression Data Analysis Methods
Jerome I. Tokars, Roseanne English, Steve Bloom
71
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Ellipse-Based Clustering Analysis Using a Time Series Algorithm
Fu-Chiang Tsui, Jialan Que, Michael M. Wagner
72
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GraphScan: Detection and Analysis of Free-Form Spatio-Temporal Patterns
Lukasz P. Wawrzyniak
73
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Accurate Detection of Arbitrarily-Shaped Spatial Disease Clusters
Shannon Wieland, John Brownstein, Bonnie Berger, Kenneth Mandl
74
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Bayesian Analytical Tool for ILI and Fast Detection of Intentional Release
Gideon KD. Zamba
75
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