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Automatically Identifying Twitter Users for Interventions to Support Dementia Family Caregivers: Annotated Data Set and Benchmark Classification Models.

Ari Z KleinArjun MaggeKaren O'ConnorGraciela Gonzalez-Hernandez
Published in: JMIR aging (2022)
Our annotated data set can be used to automatically identify Twitter users who have a family member with dementia, enabling the use of Twitter on a large scale to not only explore family caregivers' experiences but also directly target interventions at these users.
Keyphrases
  • social media
  • mild cognitive impairment
  • electronic health record
  • cognitive impairment
  • physical activity
  • machine learning
  • deep learning
  • mental health
  • artificial intelligence