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Digital Phenotyping in Clinical Neurology.

Anoopum S Gupta
Published in: Seminars in neurology (2022)
Internet-connected devices, including personal computers, smartphones, smartwatches, and voice assistants, have evolved into powerful multisensor technologies that billions of people interact with daily to connect with friends and colleagues, access and share information, purchase goods, play games, and navigate their environment. Digital phenotyping taps into the data streams captured by these devices to characterize and understand health and disease. The purpose of this article is to summarize opportunities for digital phenotyping in neurology, review studies using everyday technologies to obtain motor and cognitive information, and provide a perspective on how neurologists can embrace and accelerate progress in this emerging field.
Keyphrases
  • health information
  • high throughput
  • healthcare
  • public health
  • mental health
  • physical activity
  • social media
  • big data
  • artificial intelligence
  • machine learning
  • deep learning
  • data analysis
  • risk assessment