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Robust suicide risk assessment on social media via deep adversarial learning

OBJECTIVE: The prevalence of social media for sharing personal thoughts makes it a viable platform for the assessment of suicide risk. However, deep learning models are not able to capture the diverse nature of linguistic choices and temporal patterns that can be exhibited by a suicidal user on soci...

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Detalhes bibliográficos
Publicado no:J Am Med Inform Assoc
Main Authors: Sawhney, Ramit, Joshi, Harshit, Gandhi, Saumya, Jin, Di, Shah, Rajiv Ratn
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8279792/
https://ncbi.nlm.nih.gov/pubmed/33779728
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/jamia/ocab031
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