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Detection and Computational Analysis of Psychological Signals

Detection and Computational Analysis of Psychological Signals. USC Institute for Creative Technologies.

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Detection and Computational Analysis of Psychological Signals

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  1. Detection and Computational Analysis of Psychological Signals USC Institute for Creative Technologies Skip Rizzo, Ph.D.Associate Director - Institute for Creative Technologies Research Professor, Psychiatry and School of Gerontology University of Southern California Los Angeles, California PART 3

  2. DARPA: Detection and Computational Analysis of Psychological Signals (DCAPS) SimCoach Sensei A Kiosk-Based Intelligent Healthcare Guide that can Sense your State A Kiosk-Based Intelligent Healthcare Guide that can Sense your State An Online Intelligent Healthcare Guide Using a WebCam, Kinect and a Microphone – to give “eyes” and “ears” to a SimCoach!!! DARPA-Funded

  3. DARPA: Detection and Computational Analysis of Psychological Signals (DCAPS) A Telemedicine Decision Support Tool TeleCoach

  4. Simsensei: Eliciting honest Health status ”…Reporting of depression, PTSD, suicidal ideation, and interest in receiving care were 2-fold to 4-fold higher on the anonymous survey compared with the routine Post-Deployment Health Assessment.” Warner et al., Archives of General Psychiatry, Oct. 2011.

  5. The Colorado National Guard Project • Two Projects: SimSensei and STRIVE • 36 Member USASOCOM National Guard Unit • Heterogeneous Sample (male/female, young/older,1st Timers/Multiple Deployments) • Schedule • January 2014 Pre-Deployment Baseline • Blood Draw all at one time: 2 hours • SimSensei 1 Hour individually • STRIVE 2 Hours individually • December 2014 Post-Deployment • SimSensei 1 Hour Individually • May 2014 6-Month Follow-up • SimSensei1 Hour Individually

  6. The Colorado National Guard Project • Primary Aims of the Project • Can we develop a better assessment of Psychological Health at pre-Deployment • Can we teach Psychological Resilience and Emotional Coping prior to Deployment • Can VR Resilience Training reduce later incidence of PTS reactions • Can we predict in advance who may be at risk for Psychological Health problems upon return home or at 6 months post-deployment • Can we better detect Psychological Health problems upon the return home

  7. On the horizon… Asperger’s & Alzheimer’s Depression & Epilepsy

  8. Job Interview Training System for Persons with Asperger’s Syndrome

  9. Virtual Buddy for in home companionship and support for persons with Mild Dementia Partnership with: Boris R. Bracio, Prof. Dr. rer. nat., Dipl.-Ing. Head of Biomedical Engineering Anhalt University of Applied Sciences

  10. Assessment of Expressive Changes in Intractably Depressed Patients following Ongoing Deep Brain Stimulation Partnership with: Dr. Steven Garlow, M.D. Dept. Psychiatry Emory Univerity

  11. Assessment of Epileptic Foci with Indwelling Brain Recording Partnership with: Dr. Robert Sachdev, M.D. Dept. Psychiatry Yale Univerity

  12. The End (for now) "It would be strange, and embarrassing, if clinical psychologists, supposedly sophisticated methodologically and quantitatively trained, were to lag behind internal medicine, investment analysis, and factory operations control in accepting the computer revolution."- Paul Meehl, 1987

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