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Machine learning of language use on Twitter reveals weak and non-specific predictions

Depressed individuals use language differently than healthy controls and it has been proposed that social media posts can be used to identify depression. Much of the evidence behind this claim relies on indirect measures of mental health and few studies have tested if these language features are spe...

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Detalles Bibliográficos
Autores principales: Kelley, Sean W., Mhaonaigh, Caoimhe Ní, Burke, Louise, Whelan, Robert, Gillan, Claire M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8956571/
https://www.ncbi.nlm.nih.gov/pubmed/35338248
http://dx.doi.org/10.1038/s41746-022-00576-y