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HealthMap: Automated disease outbreak monitoring

Technologie Santé & Médecine

Disease Outbreak Monitoring on the Web Clark Freifeld Research Software Developer Harvard Medical School Children’s Hospital Informatics Program

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]

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]

Various implementations International Society for Infectious Disease Liberty Science Museum, NYC HHS Command Center

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_

1. Disease Outbreak Monitoring on the Web Clark Freifeld Research Software Developer Harvard Medical School Children’s Hospital Informatics Program

2. www.healthmap.org

4. 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

7. English

8. Spanish

9. French

10. Russian

11. 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

12.

13.

14. Public Health Resource

15. Various implementations International Society for Infectious Disease Liberty Science Museum, NYC HHS Command Center

16. Tool for general population

17.

18.

19.

Notes de l'éditeur

Surveillance sans frontières: Internet-based emerging infectious disease intelligence