Vol. 2: Abstracts from the 2006 Conference of the International Society for Disease Surveillance

Aberration Detection

Table of Contents


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

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