Extracting psychiatric stressors for suicide from social media using deep learning

Extracting psychiatric stressors for suicide from social media using deep learning

Abstract Background Suicide has been one of the leading causes of deaths in the United States. One major cause of suicide is psychiatric stressors. The detection of psychiatric stressors in an at risk population will facilitate the early prevention of suicidal behaviors and suicide. In recent years,...

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Bibliographic Details
Main Authors: Jingcheng Du, Yaoyun Zhang, Jianhong Luo, Yuxi Jia, Qiang Wei, Cui Tao, Hua Xu
Format: Article
Language:English
Published: BMC 2018-07-01
Series:BMC Medical Informatics and Decision Making
Subjects:
Suicide
Mental health
Psychiatric stressors
Social media
Deep learning
Named entity recognition
Online Access:http://link.springer.com/article/10.1186/s12911-018-0632-8

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