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Ginger.io: a Data-Driven Mental Health Care Provider

Talkat Data By the Bay 2016 · 2016-05-16..05-20· [data-engineering]
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Ginger.io delivers mental health care through a smartphone app that combines passive behavioral sensing (movement, communication, sleep) with 1.3M self‑reports and coach/therapist notes to generate personalized care plans and proactive outreach. Claims: 500k screened, over a billion data points, partnerships with 40 institutions including eight of the top ten academic medical centers. Uses PHQ‑9 outcomes, predictive models with cross‑validation, and controlled partner studies to decide escalation to coach, therapist, or psychiatry.

AI-written summary · about

  1. 0:00Introduction to Ginger.io
  2. 1:17Mental health challenges today
  3. 3:02Ginger.io’s integrated care model
  4. 7:58How data drives personalized care
  5. 13:15Data advantage and outcomes
  6. 15:01Q&A on measuring success
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