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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...

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Pubblicato in:JMIR Ment Health
Autori principali: Braithwaite, Scott R, Giraud-Carrier, Christophe, West, Josh, Barnes, Michael D, Hanson, Carl Lee
Natura: Artigo
Lingua:Inglês
Pubblicazione: JMIR Publications Inc. 2016
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC4886102/
https://ncbi.nlm.nih.gov/pubmed/27185366
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.2196/mental.4822
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