Multimodal region-based behavioral modeling for suicide risk screening

Multimodal region-based behavioral modeling for suicide risk screening

IntroductionSuicide is a leading cause of death around the world, interpolating a huge suffering to the families and communities of the individuals. Such pain and suffering are preventable with early screening and monitoring. However, current suicide risk identification relies on self-disclosure and...

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Bibliographic Details
Main Authors: Sharifa Alghowinem, Xiajie Zhang, Cynthia Breazeal, Hae Won Park
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-04-01
Series:Frontiers in Computer Science
Subjects:
suicide risk screening
nonverbal behavior
speech prosody
region-based behavior analysis
multimodal fusion
deep learning automatic suicide risk screening
Online Access:https://www.frontiersin.org/articles/10.3389/fcomp.2023.990426/full

Internet

https://www.frontiersin.org/articles/10.3389/fcomp.2023.990426/full

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