2024
DOI: 10.1109/ojemb.2024.3354208
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Expecting the Unexpected: Predicting Panic Attacks From Mood, Twitter, and Apple Watch Data

Ellen W. McGinnis,
Bryn Loftness,
Shania Lunna
et al.

Abstract: Objective: Panic attacks are an impairing mental health problem that affects 11% of adults every year. Current criteria describe them as occurring without warning, despite evidence suggesting individuals can often identify attack triggers. We aimed to prospectively explore qualitative and quantitative factors associated with the onset of panic attacks. Results: Of 87 participants, 95% retrospectively identified a trigger for their panic attacks. Worse individually reported mood and state-level mood, as indicat… Show more

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