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Microenvironment Tracker (MicroTrac) model to estimate time-location of individuals for air pollution exposure assessments: model evaluation using smartphone data.

Michael S BreenYadong XuH Christopher FreyMiyuki BreenVlad Isakov
Published in: Journal of exposure science & environmental epidemiology (2022)
Our study demonstrates the extended capability of using ubiquitous smartphone data with MicroTrac to help reduce time-location uncertainty in air pollution exposure models for epidemiologic and exposure field studies.
Keyphrases
  • air pollution
  • electronic health record
  • particulate matter
  • stem cells
  • big data
  • lung function
  • machine learning
  • chronic obstructive pulmonary disease