Login / Signup

Identifying Sleep Disorders From Search Engine Activity: Combining User-Generated Data With a Clinically Validated Questionnaire.

Mairav Cohen ZionIddo GescheitNir LevyElad Yom-Tov
Published in: Journal of medical Internet research (2022)
Targeted advertisements can be used as an initial screening tool for people with sleep disorders. However, search engine data are seemingly insufficient as a sole method for screening. Nevertheless, we believe that evaluable web-based information, easily collected and processed with little effort on part of the physician and with low burden on the individual, can assist in the diagnostic process and possibly drive people to seek sleep assessment and diagnosis earlier than they currently do.
Keyphrases
  • sleep quality
  • physical activity
  • electronic health record
  • big data
  • emergency department
  • primary care
  • cross sectional
  • machine learning
  • cancer therapy
  • drug delivery
  • artificial intelligence