Detection of Infectious Disease Outbreaks in Search Engine Time Series Using Non-Specific Syndromic Surveillance with Effect-Size Filtering

Author:

Ovadia Oded1,Elisha Oren1,Yom-Tov Elad2

Affiliation:

1. Microsoft Research and Development Israel, Israel

2. Microsoft Research Israel, Israel

Publisher

ACM

Reference35 articles.

1. Eiji Aramaki , Sachiko Maskawa , and Mizuki Morita . 2011 . Twitter Catches The Flu: Detecting Influenza Epidemics using Twitter . In Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing. Association for Computational Linguistics , Edinburgh, Scotland, UK., 1568–1576. https://aclanthology.org/D11-1145 Eiji Aramaki, Sachiko Maskawa, and Mizuki Morita. 2011. Twitter Catches The Flu: Detecting Influenza Epidemics using Twitter. In Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing. Association for Computational Linguistics, Edinburgh, Scotland, UK., 1568–1576. https://aclanthology.org/D11-1145

2. Centers for Disease Control and Prevention. 2021. National Notifiable Diseases Surveillance System. https://www.cdc.gov/nndss/index.html. Accessed: 2021-08-22. Centers for Disease Control and Prevention. 2021. National Notifiable Diseases Surveillance System. https://www.cdc.gov/nndss/index.html. Accessed: 2021-08-22.

3. Centers for Disease Control and Prevention. 2021. Outbreak of Lung Injury Associated with the Use of E-Cigarette or Vaping Products. https://www.cdc.gov/tobacco/basic_information/e-cigarettes/severe-lung-disease.html. Accessed: 2021-08-22. Centers for Disease Control and Prevention. 2021. Outbreak of Lung Injury Associated with the Use of E-Cigarette or Vaping Products. https://www.cdc.gov/tobacco/basic_information/e-cigarettes/severe-lung-disease.html. Accessed: 2021-08-22.

4. Cohen J. 1988. Statistical power analysis for the social sciences . Hillsdale : Lawrence Erlbaum Associates . Cohen J. 1988. Statistical power analysis for the social sciences. Hillsdale: Lawrence Erlbaum Associates.

5. Sara R. Collins Munira Z. Gunja and Gabriella N. Aboulafia. 2019. U.S. Health Insurance Coverage in 2020: A Looming Crisis in Affordability. https://www.commonwealthfund.org/publications/issue-briefs/2020/aug/looming-crisis-health-coverage-2020-biennial. Accessed: 2021-08-19. Sara R. Collins Munira Z. Gunja and Gabriella N. Aboulafia. 2019. U.S. Health Insurance Coverage in 2020: A Looming Crisis in Affordability. https://www.commonwealthfund.org/publications/issue-briefs/2020/aug/looming-crisis-health-coverage-2020-biennial. Accessed: 2021-08-19.

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