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#ChronicPain: Automated Building of a Chronic Pain Cohort from Twitter Using Machine Learning.

Abeed SarkerSahithi LakamanaYuting GuoYao GeAbimbola LeslieOmolola OkunromadeElena Gonzalez-PolledoJeanmarie PerroneAnne Marie McKenzie-Brown
Published in: Health data science (2023)
Our social media based approach will result in an automatically growing large cohort over time, and the data can be leveraged to identify effective opioid-alternative therapies for diverse chronic pain types.
Keyphrases
  • chronic pain
  • social media
  • health information
  • pain management
  • machine learning
  • deep learning
  • electronic health record
  • high throughput
  • big data
  • data analysis