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Digital conversations about depression among Hispanics and non-Hispanics in the US: a big-data, machine learning analysis identifies specific characteristics of depression narratives in Hispanics.

Ruby C Castilla-PuentesAnjali DagarDinorah VillanuevaLaura Jimenez-ParradoLiliana Gil ValletaTatiana Falcone
Published in: Annals of general psychiatry (2021)
In this first of its kind big data analysis of nearly a half-million digital conversations about depression using machine learning, we found that Hispanics engage in an online conversation about negative, resigned, and hopeless attitude towards depression more often than non-Hispanic.
Keyphrases
  • big data
  • machine learning
  • artificial intelligence
  • depressive symptoms
  • sleep quality
  • dna methylation
  • physical activity