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Title: Use of Unstructured Event-Based Reports for Global Infectious Disease Surveillance

Journal Article · · Emerging Infectious Diseases
 [1];  [2];  [3];  [4];  [4];  [2];  [5];  [4]
  1. Harvard-MIT Division of Health Science and Technology, Boston, MA (United States); Children's Hospital Boston, MA (United States); Harvard Medical School, Boston, MA (United States); OSTI
  2. Public Health Agency of Canada, Ottawa, ON (Canada)
  3. Centers for Disease Control and Prevention (CDC), Atlanta, GA (United States)
  4. Harvard-MIT Division of Health Science and Technology, Boston, MA (United States); Children's Hospital Boston, MA (United States); Harvard Medical School, Boston, MA (United States)
  5. Univ. of Toronto, ON (Canada); University Health Network, Toronto, ON (Canada)

Free or low-cost sources of unstructured information, such as Internet news and online discussion sites, provide detailed local and near real-time data on disease outbreaks, even in countries that lack traditional public health surveillance. To improve public health surveillance and, ultimately, interventions, we examined 3 primary systems that process event-based outbreak information: Global Public Health Intelligence Network, HealthMap, and EpiSPIDER. Despite similarities among them, these systems are highly complementary because they monitor different data types, rely on varying levels of automation and human analysis, and distribute distinct information. Future development should focus on linking these systems more closely to public health practitioners in the fi eld and establishing collaborative networks for alert verifi cation and dissemination. Such development would further establish event-based monitoring as an invaluable public health resource that provides critical context and an alternative to traditional indicator-based outbreak reporting.

Research Organization:
Oak Ridge Inst. for Science and Education (ORISE), Oak Ridge, TN (United States)
Sponsoring Organization:
National Institutes of Health (NIH); USDOE Office of Science (SC)
Grant/Contract Number:
SC0014664
OSTI ID:
1904910
Journal Information:
Emerging Infectious Diseases, Journal Name: Emerging Infectious Diseases Journal Issue: 5 Vol. 15; ISSN 1080-6040
Publisher:
Centers for Disease Control and PreventionCopyright Statement
Country of Publication:
United States
Language:
English

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New digital technologies for the surveillance of infectious diseases at mass gathering events journal February 2015
Characteristics of US public schools with reported cases of novel influenza A (H1N1) journal September 2010
Traditional and syndromic surveillance of infectious diseases and pathogens journal July 2016
Digital disease detection: A systematic review of event-based internet biosurveillance systems journal May 2017
Social big data: Recent achievements and new challenges journal March 2016
Spatial and temporal epidemiological analysis in the Big Data era journal November 2015
Sources of spatial animal and human health data: Casting the net wide to deal more effectively with increasingly complex disease problems journal April 2015
Research agenda for mass gatherings: a call to action journal March 2012
Surveillance for emerging respiratory viruses journal October 2014
Event-Based Surveillance During EXPO Milan 2015: Rationale, Tools, Procedures, and Initial Results journal June 2016
Algorithms for detecting and predicting influenza outbreaks: metanarrative review of prospective evaluations journal May 2016
25C-NBOMe: Preliminary Data on Pharmacology, Psychoactive Effects, and Toxicity of a New Potent and Dangerous Hallucinogenic Drug journal January 2014
Sexual Enhancement Products for Sale Online: Raising Awareness of the Psychoactive Effects of Yohimbine, Maca, Horny Goat Weed, andGinkgo biloba journal January 2014
A framework for enhancing spatial and temporal granularity in report-based health surveillance systems journal January 2010
What's unusual in online disease outbreak news? journal January 2010
Towards Identifying and Reducing the Bias of Disease Information Extracted from Search Engine Data journal June 2016
Decision Support System for the Response to Infectious Disease Emergencies Based on WebGIS and Mobile Services in China journal January 2013
Evaluation of Epidemic Intelligence Systems Integrated in the Early Alerting and Reporting Project for the Detection of A/H5N1 Influenza Events journal March 2013
A Review of Evaluations of Electronic Event-Based Biosurveillance Systems journal October 2014
Online Work Force Analyzes Social Media to Identify Consequences of an Unplanned School Closure – Using Technology to Prepare for the Next Pandemic journal September 2016
DiTeX: Disease-related topic extraction system through internet-based sources journal August 2018
Comparing Twitter data to routine data sources in public health surveillance for the 2015 Pan/Parapan American Games: an ecological study journal April 2018
Developing a Disease Outbreak Event Corpus journal September 2010
The Schisto Track: A System for Gathering and Monitoring Epidemiological Surveys by Connecting Geographical Information Systems in Real Time journal March 2014
Saúde na Copa: The World’s First Application of Participatory Surveillance for a Mass Gathering at FIFA World Cup 2014, Brazil journal May 2017
ECDC Round Table Report and ProMed-mail most useful international information sources for the Netherlands Early Warning Committee journal April 2017
Large Outbreak ofCryptosporidium hominisInfection Transmitted through the Public Water Supply, Sweden journal April 2014
Drivers of Emerging Infectious Disease Events as a Framework for Digital Detection journal August 2015
Disruptive Innovation Can Prevent the Next Pandemic journal September 2015
Backcountry Travel Emergencies in Arctic Canada: A Pilot Study in Public Health Surveillance journal March 2016
Quantifying the effect of media limitations on outbreak data in a global online web-crawling epidemic intelligence system, 2008–2011 journal January 2013
Implementation of an Alert and Response System in Haiti during the Early Stage of the Response to the Cholera Epidemic journal October 2013
User rating activity within KIWI: A technology for public health event monitoring and early warning signal detection journal September 2018
Design Choices for Automated Disease Surveillance in the Social Web journal September 2018
A Review of Evaluations of Electronic Event-based Biosurveillance Systems journal March 2013
Now Trending in Your Community: Social Media Insights For Your Public Health Mission journal February 2015
Epidemic intelligence needs of stakeholders in the Asia–Pacific region journal December 2018

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