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Influenza and Influenza-Like-Illness (ILI) Surveillance (275) Public (e)Health, Digital Epidemiology and Public Health Informatics (2427) Public Health (399) Infectious Diseases (non-STD/STI) (1963) Outbreak and Pandemic Preparedness and Management (1981) Early Results from COVID-19 Studies (466)

Published on in Vol 12 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/91124, first published .
Woman researches viral outbreak on laptop, showing 3D virus models

Climate-Driven Perturbations in Influenza Subtype Positivity Before and After the COVID-19 Pandemic: Observational Study

Climate-Driven Perturbations in Influenza Subtype Positivity Before and After the COVID-19 Pandemic: Observational Study

Authors of this article:

Jiajia Lin1, 2 Author Orcid Image ;   Congzhu Li3 Author Orcid Image ;   Lirong Zhang4 Author Orcid Image ;   Jiaxiong Zheng4 Author Orcid Image ;   Yixiao Niu4 Author Orcid Image ;   Di Lin2 Author Orcid Image ;   Yan Che2 Author Orcid Image ;   Zicheng Cao1, 2, 4 Author Orcid Image
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Jiajia Lin   1, 2 * , MD ;   Congzhu Li   3 * , MD ;   Lirong Zhang   4 , MD ;   Jiaxiong Zheng   4 , MD ;   Yixiao Niu   4 , MD ;   Di Lin   2 , PhD ;   Yan Che   2 , PhD ;   Zicheng Cao   1, 2, 4 , PhD

1 State Key Laboratory of Public Big Data, Guizhou University, Guiyang, People's Republic of China

2 Engineering Research Center for Big Data Application in Private Health Medicine of Fujian Universities, Putian University, Putian, People's Republic of China

3 Department of Gynecologic Oncology, Cancer Hospital of Shantou University Medical College, Shantou, People's Republic of China

4 Shantou University Medical College, Shantou, Guangdong, People's Republic of China

*these authors contributed equally

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