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Recognizing mHealth through phone-as-a-sensor technology
- 1. > slide tounlock eric c. larson | eclarson.com recognizing mhealth through phone-as-a-sensor technology Assistant Professor Computer Science and Engineering
- 2. MiPhone 9 Now withiColon. > slide to unlock
- 3. mHealth (em-hell-th ) anabbreviation for mobile health, a term used for the practice of medicine and public health supported by mobile devices
- 4. the promise ofmHealth:
- 5. the promise ofmHealth: eliminate doctor visits remote / automatic diagnosis equalize developing countries
- 6. the promise ofmHealth: eliminate doctor visits remote / automatic diagnosis equalize developing countries
- 7. the promise ofmHealth: eliminate doctor visits remote / automatic diagnosis equalize developing countries
- 8. stress check telemedicinefitness trainer heartrate current mhealth remote training
- 9. stress check telemedicinefitness trainer heartrate current mhealth remote training43,000 apps for health on the app store
- 10. stress check telemedicinefitness trainer heartrate current mhealth remote training43,000 apps for health on the app store 96% are for calorie counting & exercise
- 11. stress check telemedicinefitness trainer heartrate current mhealth remote training43,000 apps for health on the app store 96% are for calorie counting & exercise 4% are remote monitoring
- 12. stress check telemedicinefitness trainer heartrate current mhealth remote training43,000 apps for health on the app store 96% are for calorie counting & exercise 4% are remote monitoring yet to be a disruptive mHealth technology
- 13.
- 14. consider physician’s needs connectingwith patient tracking baselines personalized trending data managing disease
- 15. consider physician’s needs connectingwith patient tracking baselines personalized trending data managing disease 75% of all US healthcare spending is on chronic disease source: center for disease control, 2014
- 16. mHealth sensing inthe home for managing disease
- 17. mHealth sensing inthe home for managing disease compliance? cost? data reliability?
- 18.
- 19.
- 20.
- 22. accelerometer gyroscope magnetometer /compass dual camera/ flash 1+ microphones proximity sensor capacitive sensor gps motorized actuator wireless antenna (s)
- 23. accelerometer gyroscope magnetometer /compass dual camera/ flash 1+ microphones proximity sensor capacitive sensor gps motorized actuator wireless antenna (s) compliance++; cost--;
- 24. accelerometer gyroscope magnetometer /compass dual camera/ flash 1+ microphones proximity sensor capacitive sensor gps motorized actuator wireless antenna (s) compliance++; cost--; data reliability?
- 25. what can themobile phone sense with clinical accuracy?
- 31. Method Accuracy Disadvantages TSB Goldstandard (r=1.0) Painful, costly, inconvenient, delayed TcB Accurate (r= 0.75 -0.93) Meter = $7000 tips $5 unavailable in most physician offices Visual assessment not accurate (r= 0.36 - 0.7), underestimates severity No standardization lighting, pigmentation
- 32. bilirubin level in blood jaundicelevel blood draw
- 33. bilirubin level in blood jaundicelevel blood draw yellowness camera
- 34. bilirubin level in blood jaundicelevel blood draw yellowness camera processing estimated
- 36.
- 37. BiliCam first 100 newbornsin study: BiliCam is equivalent to TcB
- 38. oxygen volume, VO2 otherresearch cardiac output and blood pressure pulmonary function affect sensing
- 39. eric c. larson| eclarson.com eclarson.com eclarson@lyle.smu.edu @ec_larson > slide to unlock Assistant Professor Computer Science and Engineering collaborators:! Joseph Camp Shwetak Patel Jim Stout, MD, MPH Jim Taylor, MD Margaret Rosenfeld, MD Gaetano Boriello Mayank Goel Lilian DeGreef recognizing mhealth through phone-as-a-sensor technology
- 40. eric c. larson| eclarson.com eclarson.com eclarson@lyle.smu.edu @ec_larson Assistant Professor Computer Science and Engineering collaborators:! Joseph Camp Shwetak Patel Jim Stout, MD, MPH Jim Taylor, MD Margaret Rosenfeld, MD Gaetano Boriello Mayank Goel Lilian DeGreef recognizing mhealth through phone-as-a-sensor technology