Validating Machine Learning Algorithms for Twitter Data Against Established Measures of Suicidality

BACKGROUND: One of the leading causes of death in the United States (US) is suicide and new methods of assessment are needed to track its risk in real time. OBJECTIVE: Our objective is to validate the use of machine learning algorithms for Twitter data against empirically validated measures of suici...

Descripción completa

Detalles Bibliográficos
Autores principales: Braithwaite, Scott R, Giraud-Carrier, Christophe, West, Josh, Barnes, Michael D, Hanson, Carl Lee
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications Inc. 2016
Materias:
Original Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4886102/
https://www.ncbi.nlm.nih.gov/pubmed/27185366
http://dx.doi.org/10.2196/mental.4822

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4886102/
https://www.ncbi.nlm.nih.gov/pubmed/27185366
http://dx.doi.org/10.2196/mental.4822

Ejemplares similares