Automated Speech Analysis for Risk Detection of Depression, Anxiety, Insomnia, and Fatigue: Algorith...
Automated Speech Analysis for Risk Detection of Depression, Anxiety, Insomnia, and Fatigue: Algorithm Development and Validation Study
About this item
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Publisher
Canada: Journal of Medical Internet Research
Journal title
Language
English
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Publisher
Canada: Journal of Medical Internet Research
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Scope and Contents
Contents
While speech analysis holds promise for mental health assessment, research often focuses on single symptoms, despite symptom co-occurrences and interactions. In addition, predictive models in mental health do not properly assess the limitations of speech-based systems, such as uncertainty, or fairness for a safe clinical deployment.
We investiga...
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Full title
Automated Speech Analysis for Risk Detection of Depression, Anxiety, Insomnia, and Fatigue: Algorithm Development and Validation Study
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Record Identifier
TN_cdi_doaj_primary_oai_doaj_org_article_b363272b28f24836b5dee1af59fd2583
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_b363272b28f24836b5dee1af59fd2583
Other Identifiers
ISSN
1438-8871,1439-4456
E-ISSN
1438-8871
DOI
10.2196/58572
