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Classification of Health-Related Social Media Posts: Evaluation of Post Content-Classifier Models and Analysis of User Demographics.

Ryan RivasShouq A SadahYuhang GuoVagelis Hristidis
Published in: JMIR public health and surveillance (2020)
We studied and analyzed the content of health-related social media posts. Our results can guide health advocates and researchers to better target patient populations based on the application type. Given a research question or an outreach goal, our results can be used to choose the best online forums to answer the question or disseminate a message.
Keyphrases
  • social media
  • health information
  • public health
  • healthcare
  • machine learning
  • deep learning
  • case report
  • mental health
  • genetic diversity
  • climate change
  • human health