~/talk

InTheMoodForLife: Analyzing Sleep to Better Manage Mood Disorders

Talkat Eclipse IoT Day @ ThingMonk 2017 · on Monday, 2017-09-11· [iot, machine-learning]
links:none on file
slides:none on file

An app that decodes a consumer sleep tracker over Bluetooth, streams 140 samples/sec into a Raspberry Pi running Raspberry Pi + Eclipse Vert.x + Warp 10, and runs Warpscript analytics to decompose sleep and flag REM fragmentation markers. Prototype processes one person (the uploader's son), compares 30-day windows and reports a drop starting ~10 days before mixed manic/depressive episodes. Won the Eclipse Open IoT Challenge; still needs larger clinical data and a medical-grade device.

AI-written summary · about

  1. 0:00Start
  2. 0:054 years ago in Brittany
  3. 5:06USER EXPERIENCE...
  4. 5:48Consumer sleep trackers
  5. 6:31HARDWARE
  6. 9:48Analyze strategy
  7. 12:29Filtering & standardization
  8. 12:48DATA VALUE STREAM iot
  9. 12:59Mood monitoring
  10. 18:12Privacy by design - end to end encryption
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