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Network-based prediction of the disclosure of ideation about self-harm and suicide in online counseling sessions.

Zhongzhi XuChristian Shaunlyn ChanQingpeng ZhangYucan XuLihong HeFlorence CheungJiannan YangEvangeline ChanJerry FungChristy TsangJoyce LiuPaul Siu-Fai Yip
Published in: Communications medicine (2022)
This simple yet robust network-based model could accurately predict the transition point of suicidal ideation prior to its explicit disclosure. It can potentially improve the preparedness and efficiency of help-providers in text-based counseling services for mitigating self-harm and suicide.
Keyphrases
  • smoking cessation
  • hiv testing
  • public health
  • healthcare
  • primary care
  • depressive symptoms
  • social media
  • mental health
  • health information
  • men who have sex with men
  • network analysis
  • hepatitis c virus