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Detecting suicide risk among U.S. servicemembers and veterans: a deep learning approach using social media data.

Kelly L ZuromskiDaniel M LowNoah C JonesRichard KuzmaDaniel KesslerLiutong ZhouErik K KastmanJonathan EpsteinCarlos MaddenSatrajit S GhoshDavid GowelMatthew K Nock
Published in: Psychological medicine (2024)
Our results demonstrate the feasibility and potential promise of using social media posts to identify at-risk Servicemembers and Veterans. Future work will use this approach to deliver targeted interventions to social media users at risk for suicide.
Keyphrases
  • social media
  • deep learning
  • health information
  • big data
  • electronic health record
  • artificial intelligence
  • current status
  • cancer therapy
  • healthcare
  • risk assessment
  • climate change