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Predicting Momentary Suicidal Ideation From Smartphone Screenshots Using Vision-Language Models: Prospective Machine Learning Study

Abstract BackgroundPassive smartphone sensing shows promise for suicide prevention, but behavioral metadata (GPS, screen time, and accelerometry) often lacks the contextual information needed to detect acute psychological distress. Analyzing what people actually see, read, and...

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Principais autores: Ross Jacobucci, Wenpei Shao, Veronika Kobrinsky, Brooke Ammerman
Format: Artigo
Jezik:Inglês
Izdano: JMIR Publications 2026-04-01
Serija:JMIR Mental Health
Online dostop:https://mental.jmir.org/2026/1/e90581
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