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Using Smartphones and Wearable Devices to Monitor Behavioral Changes During COVID-19.

Shaoxiong SunAmos A FolarinYatharth RanjanZulqarnain RashidPauline CondeCallum StewartNicholas CumminsFaith MatchamGloria D CostaSara K SimblettLetizia LeocaniFemke LamersPer Soelberg SørensenMathias Due BuronAnna ZabalzaAna Isabel Guerrero PérezBrenda W J H PenninxSara SiddiJosep-Maria HaroInez Myin-GermeysAki RintalaTil WykesVaibhav A NarayanGiancarlo ComiMatthew HotopfRichard James Butler Dobsonnull null
Published in: Journal of medical Internet research (2020)
RADAR-base, a freely deployable data collection platform leveraging data from wearables and mobile technologies, can be used to rapidly quantify and provide a holistic view of behavioral changes in response to public health interventions as a result of infectious outbreaks such as COVID-19. RADAR-base may be a viable approach to implementing an early warning system for passively assessing the local compliance to interventions in epidemics and pandemics, and could help countries ease out of lockdown.
Keyphrases
  • public health
  • electronic health record
  • physical activity
  • coronavirus disease
  • sars cov
  • big data
  • infectious diseases
  • quality improvement
  • blood pressure
  • data analysis
  • deep learning
  • single cell