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Personal health dashboards through Quantified Self apps
Personal health dashboards through Quantified Self apps
Personal health dashboards through Quantified Self apps
Personal health dashboards through Quantified Self apps
Personal health dashboards through Quantified Self apps
Personal health dashboards through Quantified Self apps
Personal health dashboards through Quantified Self apps
Personal health dashboards through Quantified Self apps
Personal health dashboards through Quantified Self apps
Personal health dashboards through Quantified Self apps
Personal health dashboards through Quantified Self apps
Personal health dashboards through Quantified Self apps
Personal health dashboards through Quantified Self apps
Personal health dashboards through Quantified Self apps
Personal health dashboards through Quantified Self apps
Personal health dashboards through Quantified Self apps
Personal health dashboards through Quantified Self apps
Personal health dashboards through Quantified Self apps
Personal health dashboards through Quantified Self apps
Personal health dashboards through Quantified Self apps
Personal health dashboards through Quantified Self apps
Personal health dashboards through Quantified Self apps
Personal health dashboards through Quantified Self apps
Personal health dashboards through Quantified Self apps
Personal health dashboards through Quantified Self apps
Personal health dashboards through Quantified Self apps
Personal health dashboards through Quantified Self apps
Personal health dashboards through Quantified Self apps
Personal health dashboards through Quantified Self apps
Personal health dashboards through Quantified Self apps
Personal health dashboards through Quantified Self apps
Personal health dashboards through Quantified Self apps
Personal health dashboards through Quantified Self apps
Personal health dashboards through Quantified Self apps
Personal health dashboards through Quantified Self apps
Personal health dashboards through Quantified Self apps
Personal health dashboards through Quantified Self apps
Personal health dashboards through Quantified Self apps
Personal health dashboards through Quantified Self apps
Personal health dashboards through Quantified Self apps
Personal health dashboards through Quantified Self apps
Personal health dashboards through Quantified Self apps
Personal health dashboards through Quantified Self apps
Personal health dashboards through Quantified Self apps
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Personal health dashboards through Quantified Self apps

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  • 1. Personal health dashboardsthrough Quantified Self appsWorkshop on ICT for Healthy Ageing, Leuven, 14 mei 2013Erik Duval, Joris KlerkxJan Aerts, Andrew vande Moerehttp://erikduval.wordpress.com@ErikDuval1
  • 2. http://www.slideshare.net/erik.duval2
  • 3. 3MusicTechnology EnhancedLearninge-healthResearch 2.0Data visualization at ESAT:•Opening black box of machine learning algorithmsfor gene and variant (mutation) prioritization•Helping domain experts to identify optimalparameter settings of automated algorithms•Identification of structural genomic variation•Insight in change of gene expression over time inembryos
  • 4. professional expert
  • 5. Visual  Analy+cs• Data  visualiza+on  =  “computer-­‐based  system  providing  visual  representa+ons  of  datasets  intended  to  help  people  carry  out  some  task  more  effec+vely”  (T.  Munzner)• Visual  analy+cs  –  focuses  on  suppor+ng  analy+cal  reasoning  through  interac+ve  interfaces• Key:  convert  cogni+ve  task  into  percep+ve  one
  • 6. • Involves:–Scalable  computa+on  &  machine  learning–Design  and  human  percep+on–Domain  knowledge  (for  ESAT:  gene+cs  &  genomics)• Aims:–Data  explora+on–Deep  insight  (e.g.  into  parameter  space  of  automated  algorithms;  “opening  the  black  box”)–hypothesis  genera+on  to  ini+ate  further  analysis
  • 7. Visual  encodingStructural  genomic  varia+onCopy  number  varia+onHypothesis  genera+on  for  network  analysisJan  Aerts,ESATjan.aerts@esat.kuleuven.be
  • 8. 8
  • 9. 9
  • 10. 10
  • 11. 11
  • 12. ‘consumer’always connected,& quantifying everything
  • 13. https://as-emurgency.appspot.com/
  • 14. The notification system
  • 15. PUBLIC DISPLAY SCENARIOCardiac arrest happening inrailway stationPatients’ clothes, monitoring his vitalsigns, sends out automaticnotification to 112 & all publicinfoscreens in the neighbourhoodMessage is displayed on infoscreen: “CPR needed on track 6”Railway Station of Liège-guillemins
  • 16. quantifying everything
  • 17. http://quantifiedself.com/18
  • 18. 20
  • 19. 21
  • 20. awareness(self) reflectionsense makingimpactdataquestionsanswersbehavior change ornew meaning
  • 21. participatory design
  • 22. 25http://mume11.snakeflash.com/
  • 23. http://jlsantoso.blogspot.com/26
  • 24. evaluationusable & useful
  • 25. 1 2 3 4 5 6 712345#lak% #uc3m% #cgiar% #peno3% #thesis%supervisors%#thesis%students%#chikul%Score%teachers%students%perceivedusefulness
  • 26. 29
  • 27. http://developer.runkeeper.com/healthgraph30
  • 28. 31
  • 29. issues
  • 30. patient empowerment
  • 31. http://www.flickr.com/photos/reighleblanc/1372176177/
  • 32. controle
  • 33. 37
  • 34. 38
  • 35. privacy
  • 36. 40
  • 37. 41
  • 38. FearUncertaintyDoubt42
  • 39. Transparency
  • 40. 44?http://erikduval.wordpress.com/@ErikDuval

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