Login / Signup

Integrating Smart Health in the US Health Care System: Infodemiology Study of Asthma Monitoring in the Google Era.

Amaryllis MavraganiAlexia SampriKarla SypsaKonstantinos P Tsagarakis
Published in: JMIR public health and surveillance (2018)
Online behavior toward asthma can be accurately predicted, and significant correlations between online queries and reported cases exist. This method of forecasting Google queries can be used by health care officials to nowcast asthma prevalence by city, state, or nationally, subject to future availability of daily, weekly, or monthly data on reported cases. This method could therefore be used for improved monitoring and assessment of the needs surrounding the current population of patients with asthma.
Keyphrases
  • chronic obstructive pulmonary disease
  • lung function
  • healthcare
  • allergic rhinitis
  • health information
  • social media
  • public health
  • risk factors
  • air pollution
  • cystic fibrosis
  • electronic health record
  • machine learning