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SMART HEALTH HOME: Technology, healthcare, legal, and socioeconomics

on YouTube 48m
Talkat DSC Europe 23 · 2023-11-20..11-24· [machine-learning]

speaker

name:Vladimir Brusic
links:none on file

resources

video:https://youtu.be/Ym75sZ7FgXM
slides:none on file

summary

A working Smart Health Home prototype connects wearable sensors through an edge computer + mobile hub to a data exchange center, records nearly 10,000 hours of heart‑rate data, and uses machine learning to flag sleep apnea with 95% accuracy on 40 subjects (20 positive, 20 negative). The team enforces SOPs, device calibration, medical‑device certification, an ethical scoring checklist, and a planned medication‑delivery robot; main blockers are regulatory frameworks and socioeconomic adoption, not core technology.

AI-written summary · about

chapters (33)

  1. 0:00Smart Health Home project
  2. 1:29Technology not main challenge
  3. 2:55Healthcare delivery models shift
  4. 4:22Smart home medical compliance
  5. 7:41Legal medical measurements lab
  6. 8:23Remote surgery and AI diagnosis
  7. 9:52Smart home tech demo
  8. 11:17Mega trends in healthcare
  9. 13:27Regulation and evidence-based medicine
  10. 15:31Big data gaps in healthcare
  11. 17:40Energy crisis and data solutions
  12. 18:45AI for home healthcare
  13. 19:50Sensor data integration
  14. 20:33Mobile health data transfer
  15. 21:35Evidence-based medicine networks
  16. 22:16Telemedicine system challenges
  17. 24:27Sleep apnea detection
  18. 26:53Healthcare stakeholders
  19. 28:17Standards and regulation gaps
  20. 31:04Medical device certification
  21. 32:28Health apps and regulations
  22. 33:30Ethical standards development
  23. 34:56Social responsibility in tech
  24. 35:38Ethical software guidelines
  25. 37:21Medical adoption barriers
  26. 38:24Medical assessment format
  27. 39:26Heart rate AI analysis
  28. 40:11Patient adoption requirements
  29. 41:40Wearable safety risks
  30. 42:43Elder care socioeconomic factors
  31. 44:08Personalized health info
  32. 45:56Engineering stakeholder needs
  33. 46:18Socioeconomic and legal challenges

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