The big data revolution presents an exciting frontier to expand public health research,
broadening the scope of research and increasing the precision of answers. Despite these …

Annual vaccination is the best prevention of influenza. However, the immunogenicity of
influenza vaccines varies among different populations. It is important to fully identify the …

Abstract Machine learning has become an increasingly powerful tool for solving complex
problems, and its application in public health has been underutilized. The objective of this …

The surveillance and forecast of newly confirmed cases are important to mobilize medical
resources and facilitate policymaking during a public health emergency. Digital surveillance …

Background Smartphone-based sensors may enable real-time surveillance of infectious
diseases at population and household levels. This study evaluates the use of data from …

During the current COVID-19 pandemic,“digital epidemiology” has been proposed to
complement traditional reporting and surveillance systems. Instruments such as smartphone …

Background: The use of digital health technologies was an integral part to China's early
response to coronavirus disease 2019 (COVID-19). Existing literatures have analyzed and …

Background The influenza viruses pose a threat to human health and medical services, and
vaccination is an important way to prevent infection. However, the effectiveness of influenza …

The latest SARS COV2 coronavirus contributes to a pandemic of millions of COVID-19. As
there is no defensive immunity in humans and a virus can overcome inborn immune …

Coastal areas have long been attractive places to live, work, and recreate and remain so
even in the face of growing threats from global environmental change. At any moment, a …