The Resource Infectious Disease Informatics and Biosurveillance, edited by Daniel Zeng, Hsinchun Chen, Carlos Castillo-Chavez, William B. Lober, Mark Thurmond, (electronic resource)

Infectious Disease Informatics and Biosurveillance, edited by Daniel Zeng, Hsinchun Chen, Carlos Castillo-Chavez, William B. Lober, Mark Thurmond, (electronic resource)

Label
Infectious Disease Informatics and Biosurveillance
Title
Infectious Disease Informatics and Biosurveillance
Statement of responsibility
edited by Daniel Zeng, Hsinchun Chen, Carlos Castillo-Chavez, William B. Lober, Mark Thurmond
Contributor
Editor
Editor
Subject
Language
  • eng
  • eng
Summary
This book on Infectious Disease Informatics (IDI) and biosurveillance is intended to provide an integrated view of the current state of the art, identify technical and policy challenges and opportunities, and promote cross-disciplinary research that takes advantage of novel methodology and what we have learned from innovative applications. This book also fills a systemic gap in the literature by emphasizing informatics driven perspectives (e.g., information system design, data standards, computational aspects of biosurveillance algorithms, and system evaluation). Finally, this book attempts to reach policy makers and practitioners through the clear and effective communication of recent research findings in the context of case studies in IDI and biosurveillance, providing “hands-on” in-depth opportunities to practitioners to increase their understanding of value, applicability, and limitations of technical solutions. This book collects the state of the art research and modern perspectives of distinguished individuals and research groups on cutting-edge IDI technical and policy research and its application in biosurveillance. The contributed chapters are grouped into three units. Unit I provides an overview of recent biosurveillance research while highlighting the relevant legal and policy structures in the context of IDI and biosurveillance ongoing activities. It also identifies IDI data sources while addressing information collection, sharing, and dissemination issues as well as ethical considerations. Unit II contains survey chapters on the types of surveillance methods used to analyze IDI data in the context of public health and bioterrorism. Specific computational techniques covered include: text mining, time series analysis, multiple data streams methods, ensembles of surveillance methods, spatial analysis and visualization, social network analysis, and agent-based simulation. Unit III examines IT and decision support for public health event response and bio-defense. Practical lessons learned in developing public health and biosurveillance systems, technology adoption, and syndromic surveillance for large events are discussed. The goal of this book is to provide an understandable interdisciplinary IDI and biosurveillance reference either used as a standalone textbook or reference for students, researchers, and practitioners in public health, veterinary medicine, biostatistics, information systems, computer science, and public administration and policy. Integrated Series in Information Systems (IS2) strives to publish scholarly work in the technical as well as the organizational side of the field. This series contains three sub-series including: expository and research monographs, integrative handbooks, and edited volumes, focusing on the state-of-the-art of application domains and/or reference disciplines, as related to information systems
Member of
Is Subseries of
Dewey number
616.9015118
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsedt
  • MbtKcpyIkyQ
  • uUK1ZVQRzPM
  • kYJnoBcdhVY
  • 4hIbdCVN9Pw
  • GgOvAv7xDHY
Language note
English
LC call number
R858-859.7
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
  • Zeng, Daniel.
  • Chen, Hsinchun.
  • Castillo-Chavez, Carlos.
  • Lober, William B.
  • Thurmond, Mark.
Series statement
Integrated Series in Information Systems,
Series volume
27
http://library.link/vocab/subjectName
  • Medical records
  • Information technology
  • Operations research
  • Epidemiology
  • Information systems
  • Health Informatics
  • Public Health
  • IT in Business
  • Operations Research/Decision Theory
  • Epidemiology
  • Information Systems and Communication Service
Label
Infectious Disease Informatics and Biosurveillance, edited by Daniel Zeng, Hsinchun Chen, Carlos Castillo-Chavez, William B. Lober, Mark Thurmond, (electronic resource)
Instantiates
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier MARC source
rdacarrier
Content category
text
Content type MARC source
rdacontent
Contents
Chapter 1: Real-Time Public Health Biosurveillance: Systems and Policy Considerations -- Chapter 2: Designing Ethical Pratice in Biosurveillane: The Project Argus Doctrine -- Chapter 3: Using Emergency Department Data for Biosurveillance: The North Carolina Experience -- Chapter 4: Clinical Laboratory Data for Biosurveillance -- Chapter 5: Biosurveillance Based on Test Orders from Veterinary Diagnostic Labs -- Chapter 6: Markov Switching Models for Outbreak Detection -- Chapter 7: Detection of Events in Multiple Streams of Surveillance Data: Multivariate, Multi-stream and Multidimensional Approaches -- Chapter 8: Algorithm Combination for Improved Performance in Biosurveillance: Algorithms Combination for Improved Surveillance -- Chapter 9: Modeling in Space and Time: A Framework for Visualization and Collaboration -- Chapter 10: Surveillance of Infectious Diseases Using Spatial and Temporal Clustering Methods: Spatial and Temporal Clustering Methods Used in Epidemiology of Infectious Diseases -- Chapter 11: Age-Adjustment in National Biosurveillance Systems: A Survey of Issues and Analytical Tools for Age-adjustment in Biosurveillance -- Chapter 12: Modeling in Immunization and Biosurveillance -- Chapter 13: Natural Language Processing for Biosurveillance: Detection and Characterization from Textual Clinical Reports -- Chapter 14: Knowledge Mapping for Bioterrorism-related Literature -- Chapter 15: Social Networking Analysis for Contract Tracing -- Chapter 16: Multi-Agent Modeling of Biological and Chemical Threats -- Chapter 17: Integrated Health Altering and Notification: A Case Study in New York State -- Chapter 18: Design and Performance of a Public Health Preparedness Informatics Framework -- Chapter 19: System Evaluation and User Technology Adoption: A Case Study of BioPortal -- Chapter 20: Syndromic Surveillance for the G8 Hokkaido Toyako Summit Meeting
Dimensions
unknown
Edition
1st ed. 2011.
Extent
1 online resource (530 pages)
Form of item
online
Isbn
9786612971518
Media category
computer
Media MARC source
rdamedia
Other control number
10.1007/978-1-4419-6892-0
Specific material designation
remote
System control number
  • (CKB)2670000000056718
  • (EBL)645276
  • (OCoLC)695386923
  • (SSID)ssj0000449679
  • (PQKBManifestationID)11314354
  • (PQKBTitleCode)TC0000449679
  • (PQKBWorkID)10429099
  • (PQKB)10526899
  • (DE-He213)978-1-4419-6892-0
  • (MiAaPQ)EBC645276
  • (EXLCZ)992670000000056718
Label
Infectious Disease Informatics and Biosurveillance, edited by Daniel Zeng, Hsinchun Chen, Carlos Castillo-Chavez, William B. Lober, Mark Thurmond, (electronic resource)
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier MARC source
rdacarrier
Content category
text
Content type MARC source
rdacontent
Contents
Chapter 1: Real-Time Public Health Biosurveillance: Systems and Policy Considerations -- Chapter 2: Designing Ethical Pratice in Biosurveillane: The Project Argus Doctrine -- Chapter 3: Using Emergency Department Data for Biosurveillance: The North Carolina Experience -- Chapter 4: Clinical Laboratory Data for Biosurveillance -- Chapter 5: Biosurveillance Based on Test Orders from Veterinary Diagnostic Labs -- Chapter 6: Markov Switching Models for Outbreak Detection -- Chapter 7: Detection of Events in Multiple Streams of Surveillance Data: Multivariate, Multi-stream and Multidimensional Approaches -- Chapter 8: Algorithm Combination for Improved Performance in Biosurveillance: Algorithms Combination for Improved Surveillance -- Chapter 9: Modeling in Space and Time: A Framework for Visualization and Collaboration -- Chapter 10: Surveillance of Infectious Diseases Using Spatial and Temporal Clustering Methods: Spatial and Temporal Clustering Methods Used in Epidemiology of Infectious Diseases -- Chapter 11: Age-Adjustment in National Biosurveillance Systems: A Survey of Issues and Analytical Tools for Age-adjustment in Biosurveillance -- Chapter 12: Modeling in Immunization and Biosurveillance -- Chapter 13: Natural Language Processing for Biosurveillance: Detection and Characterization from Textual Clinical Reports -- Chapter 14: Knowledge Mapping for Bioterrorism-related Literature -- Chapter 15: Social Networking Analysis for Contract Tracing -- Chapter 16: Multi-Agent Modeling of Biological and Chemical Threats -- Chapter 17: Integrated Health Altering and Notification: A Case Study in New York State -- Chapter 18: Design and Performance of a Public Health Preparedness Informatics Framework -- Chapter 19: System Evaluation and User Technology Adoption: A Case Study of BioPortal -- Chapter 20: Syndromic Surveillance for the G8 Hokkaido Toyako Summit Meeting
Dimensions
unknown
Edition
1st ed. 2011.
Extent
1 online resource (530 pages)
Form of item
online
Isbn
9786612971518
Media category
computer
Media MARC source
rdamedia
Other control number
10.1007/978-1-4419-6892-0
Specific material designation
remote
System control number
  • (CKB)2670000000056718
  • (EBL)645276
  • (OCoLC)695386923
  • (SSID)ssj0000449679
  • (PQKBManifestationID)11314354
  • (PQKBTitleCode)TC0000449679
  • (PQKBWorkID)10429099
  • (PQKB)10526899
  • (DE-He213)978-1-4419-6892-0
  • (MiAaPQ)EBC645276
  • (EXLCZ)992670000000056718

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