prism: a data-driven platform for monitoring mental health

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Page 1: PRISM: A data-driven platform for monitoring mental health

PRISM: A DATA-DRIVEN PLATFORM FOR

MONITORING MENTAL HEALTH

Maulik Kamdar & Michelle Wu

21st Pacific Symposium on Biocomputing

Big Island of Hawaii || January 4-8th, 2016

Page 2: PRISM: A data-driven platform for monitoring mental health

THE BURDEN OF MENTAL HEALTH

Prince, M. et al. "No health without mental health." The lancet (2007).

Page 3: PRISM: A data-driven platform for monitoring mental health

THE STATE OF THE ART IN MENTAL HEALTH DIAGNOSIS

American Psychiatric Association DSM-5 Task Force. "Diagnostic and statistical manual of mental disorders. 5th edition." (2013).

Page 4: PRISM: A data-driven platform for monitoring mental health

METHODS: PLATFORM ARCHITECTURE

Page 5: PRISM: A data-driven platform for monitoring mental health

PRISM PLATFORM

http://54.200.211.229/BrainHealth/

Page 6: PRISM: A data-driven platform for monitoring mental health
Page 7: PRISM: A data-driven platform for monitoring mental health

A BRIEF PILOT STUDY

➢ 13 anonymized participants

➢ Gear S watch

○ UV light, ambient light, heart rate,

accelerometer, pedometer

➢ Brain Health Web Application

○ blog entry, keyboard Interactions, mouse

interactions

predicted energy level

observ

ed e

nerg

y level

Page 8: PRISM: A data-driven platform for monitoring mental health
Page 9: PRISM: A data-driven platform for monitoring mental health

ACKNOWLEDGEMENTS

Zeshan Hussain Dave Stark Tim SweeneyRuss Altman Steve Bagley Pilot participants