Symptom Detection with Text Message Log Distributions for Holistic Depression and Anxiety Screening
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Mental Health Apps & Online Support CommunitiesPsychiatrists & Psychotherapists
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Research Questions
3- Which SMS log distribution features are most effective for detecting specific symptoms of depression and anxiety?Category: Affective Touch and Loneliness MitigationSimilar questionsarrow_forward
- Can symptom-level classification models improve overall depression and anxiety screening precision?Category: Affective Touch and Loneliness MitigationSimilar questionsarrow_forward
- How do SMS log distribution features reflect post-pandemic communication behavior changes affecting mental health?Category: Affective Touch and Loneliness MitigationSimilar questionsarrow_forward
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Practical Problems
1- Traditional depression and anxiety screening is affected by recall bias and overlooks individual symptom differences.Category: Affective Touch and Loneliness MitigationSimilar questionsarrow_forward
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Source
UbiComp
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Year
2024
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3 authors
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Mental Health Apps & Online Support Communities
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Psychiatrists & Psychotherapists
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