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Contemporary English Pain Descriptors as Detected on Social Media Using Artificial Intelligence and Emotion Analytics Algorithms: Cross-sectional Study.

Ming Yi TanCharlene Enhui GohHee Hon Tan
Published in: JMIR formative research (2021)
This study presents a novel methodology using social media data to identify new pain descriptors and can be repeated at regular intervals to ensure the relevance of pain questionnaires. The original MPQ contains several potentially outdated pain descriptors and is inadequate for reporting the psychological aspects of pain. Further research is needed to examine the reliability and validity of the revised MPQ.
Keyphrases
  • social media
  • chronic pain
  • pain management
  • artificial intelligence
  • neuropathic pain
  • big data
  • machine learning
  • health information
  • deep learning
  • spinal cord injury
  • physical activity
  • psychometric properties