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Gerontechnology Paper Discussion

Gerontechnology Paper Discussion. Fall 2013 Dr. Diane J. Cook. Gerontechnology GT Presentation Teams. Fall 2013 Dr. Diane J. Cook. Process. Form teams Select topic Pick presentation date Presentation format

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Gerontechnology Paper Discussion

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  1. GerontechnologyPaper Discussion Fall 2013 Dr. Diane J. Cook

  2. GerontechnologyGT Presentation Teams Fall 2013 Dr. Diane J. Cook

  3. Process • Form teams • Select topic • Pick presentation date • Presentation format • 40 minutes total (30 minutes presenting, 10 minutes posing discussion questions and facilitating discussion) • Send materials to cook@eecs.wsu.edu by 9am on presentation date

  4. Some Topic (just a starting point) • Socially-assistive robots • Intelligent mobility assistance • Automated approaches to health assessment • Physical • Cognitive • Privacy and security of assistive technologies • Understanding and compensating for sensory changes • Automated memory-based interventions • Promoting healthy behaviors • Sleep monitoring, impact, and improvement

  5. GerontechnologyGT Project Ideas Fall 2013 Dr. Diane J. Cook

  6. GT Project Timeline • September 10 (or sooner!) • Submit list of 3 preferred projects in ranked order • September 17 (or sooner!) • Teams assigned • October 1 • Formal project proposal, feedback from Drs. Cook, Schmitter-Edgecombe, and other mentors • October 15 • IRB application and literature review due • December 3 • Project presentations • December 10 • Project reports

  7. Project 1: Digital Cognitive Assessment • 1 Psychology student, 2 CS students • Past and Current studies • Healthy, MCI, Dementia • Parkinson’s • Horizon House • Assessment • ***Laboratory tests*** • Self report • Informed report • Smart home

  8. Laboratory tests • Stroop test • Inhibit overlearned response in favor of novel response

  9. Laboratory tests • Trail making test • Speed of attention • Sequencing • Search and motor functions • One we currently use • Not using licensed version • Can we make this digital? • Grab extra features

  10. Laboratory tests • Clock drawing test • Temporo-spatial orientation • Attention • GT working on digital version, not validated

  11. Laboratory tests • Freecell card game • Tested by OHSU • Not clinically validated • Android app source available

  12. Laboratory tests • Unique game choice • Draw from AI experience • 15 puzzle, Towers of Hanoi, etc. • penscreen.com

  13. Experiment Design • Part One • Recruit older adults • Perform traditional version of existing test • Perform digital version (counterbalance order) • Compare performance • Part Two • Perform traditional cognitive assessment • Gather performance scores from digital version • Use ML / correlation analysis to see if assessment can be derived from digital scores

  14. Experiment Design • And beyond • Recruit students from Psychology Subject Pool • Perform randomized versions of game every day for 14 days • Look for learning effects • Recruit participants from Horizon House • Perform randomized versions of game each month • Compare with self report and cognitive assessment

  15. Project 2: Personalized Interventions • 1 Psychology student, 1 CS student • Mentoring help from Dr. Taylor

  16. Interventions • Memory notebook • GT project • How encourage individuals to respond to intervention? • Adaptive interface • Adaptive rewards

  17. Interface • Different look and feel, layout • Alternative prompting types • Audio, text, tone, vibrate, pictures • Alternative prompt timings

  18. Rewards • Earn points • Complete picture • Download coupons, ring tones

  19. Personalization • Use Machine Learning to adapt interface and rewards to user

  20. Experiment Design • Round 1 • Recruit participants from Psychology subject pool • Perform short tasks with varying interface and/or reward • Compared learned approach to random

  21. Experiment Design • Round 2 • Clinical evaluation with older adults • Using in Horizon House apartments

  22. Project 3: Rehabilitation Monitoring • 1 BE student, 1 CS student, Dr. Meeks

  23. St. Luke’s Community • Therapy at St. Luke’s Rehabilitation Hospital in Spokane

  24. Monitor Therapy • Motion sensors • Smart phone sensors • Round 1 • Generate task performance measures • Round 2 • Correlate performance with • Patient status • Total time in therapy • Time spent on current task

  25. Other Project Ideas • Analyze Parkinson’s data • TUG • Voice • ADLs • Integrate physiological and behavior data into EHR, PHR

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