Giving Voice to Vulnerable Children: Machine Learning Analysis of Speech Detects Anxiety and Depression in Early Childhood

Childhood anxiety and depression often go undiagnosed. If left untreated these conditions, collectively known as internalizing disorders, are associated with long-term negative outcomes including substance abuse and increased risk for suicide. This paper presents a new approach for identifying young...

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Detalhes bibliográficos
Publicado no:IEEE J Biomed Health Inform
Main Authors: McGinnis, Ellen W., Anderau, Steven P., Hruschak, Jessica, Gurchiek, Reed D., Lopez-Duran, Nestor L., Fitzgerald, Kate, Rosenblum, Katherine L., Muzik, Maria, McGinnis, Ryan S.
Formato: Artigo
Idioma:Inglês
Publicado em: 2019
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Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7484854/
https://ncbi.nlm.nih.gov/pubmed/31034426
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/JBHI.2019.2913590
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