Editing Ai Mental Health (section)

== <span style="color: #FFFFFF;">Remembering</span> ==
* '''Digital biomarker''' — A measurable indicator of mental health derived from digital data (smartphone usage, speech patterns, social media activity).
* '''PHQ-9''' — Patient Health Questionnaire-9; a validated 9-item self-report scale for depression severity.
* '''GAD-7''' — Generalized Anxiety Disorder 7-item scale; standard validated anxiety screening tool.
* '''Sentiment analysis (clinical)''' — Using NLP to measure emotional tone in patient speech or text for mental health monitoring.
* '''Conversational AI therapy''' — Chatbots using CBT (Cognitive Behavioral Therapy) techniques to provide accessible mental health support.
* '''Woebot''' — An AI-powered mental health chatbot using CBT principles; clinical trials show modest efficacy for depression and anxiety.
* '''Crisis detection''' — Identifying signs of suicidal ideation or crisis in text, speech, or behavior using ML.
* '''Treatment response prediction''' — Predicting which patients will respond to which medications or therapies using clinical and genetic data.
* '''Passive sensing''' — Collecting behavioral data from smartphones (screen time, GPS movement, keystrokes) without active input.
* '''Language markers of mental illness''' — Speech and text characteristics predictive of mental health status (reduced linguistic complexity, negative affect, reduced social references in depression).
* '''Explainability (mental health)''' — Providing human-understandable reasoning for AI mental health assessments; critical for clinical trust.
* '''Safe messaging guidelines''' — Evidence-based guidelines for discussing suicide and self-harm; AI systems must be trained to follow these.
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