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Deep neural networks detect suicide risk from textual facebook posts

Detection of suicide risk is a highly prioritized, yet complicated task. Five decades of research have produced predictions slightly better than chance (AUCs = 0.56–0.58). In this study, Artificial Neural Network (ANN) models were constructed to predict suicide risk from everyday language of social...

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Detalles Bibliográficos
Autores principales: Ophir, Yaakov, Tikochinski, Refael, Asterhan, Christa S. C., Sisso, Itay, Reichart, Roi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7542168/
https://www.ncbi.nlm.nih.gov/pubmed/33028921
http://dx.doi.org/10.1038/s41598-020-73917-0