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Ignite Boston
Ignite Boston

HealthMap: Automated disease outbreak monitoring

TechnologieSanté & Médecine
1  sur  19
Disease Outbreak Monitoring on the Web Clark Freifeld Research Software Developer Harvard Medical School Children’s Hospital Informatics Program
www.healthmap.org
 
HealthMap Article Processing Acquisition >20,000 sites Every hour; 24/7 Clustering Text Matching Similarity Score Categorization 1700 disease patterns 5000 location patterns Bayesian Filtering 6 million phrases 91% accuracy
Multi-Stream Alarming: Heat Index ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],low high Freifeld et al. J Am Med Informatics Assn. 2008.
Limitations of English-language ,[object Object],[object Object],[object Object],[object Object],[object Object]
English
Spanish
French
Russian
Case Study: Legionnaire’s in Spain June 30th Google (ES) Alert Alert #1 July 2nd ProMED-mail Alert Alert #2 July 4th Google (EN) Alert Alert #3
Early Stats ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Usage ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Public Health Resource
Various implementations International Society for Infectious Disease Liberty Science Museum, NYC HHS Command Center
Tool for general population
Future Directions ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Acknowledgments ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Contact ,[object Object],[object Object],[object Object]

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09 Clark Freifeld -- igbos j_

Notes de l'éditeur

  1. Surveillance sans frontières: Internet-based emerging infectious disease intelligence