Personal health dashboardsthrough Quantified Self appsWorkshop on ICT for Healthy Ageing, Leuven, 14 mei 2013Erik Duval, J...
http://www.slideshare.net/erik.duval2
3MusicTechnology EnhancedLearninge-healthResearch 2.0Data visualization at ESAT:•Opening black box of machine learning alg...
professional expert
Visual	  Analy+cs• Data	  visualiza+on	  =	  “computer-­‐based	  system	  providing	  visual	  representa+ons	  of	  datas...
• Involves:–Scalable	  computa+on	  &	  machine	  learning–Design	  and	  human	  percep+on–Domain	  knowledge	  (for	  ES...
Visual	  encodingStructural	  genomic	  varia+onCopy	  number	  varia+onHypothesis	  genera+on	  for	  network	  analysisJ...
8
9
10
11
‘consumer’always connected,& quantifying everything
https://as-emurgency.appspot.com/
The notification system
PUBLIC DISPLAY SCENARIOCardiac arrest happening inrailway stationPatients’ clothes, monitoring his vitalsigns, sends out a...
quantifying everything
http://quantifiedself.com/18
20
21
awareness(self) reflectionsense makingimpactdataquestionsanswersbehavior change ornew meaning
participatory design
25http://mume11.snakeflash.com/
http://jlsantoso.blogspot.com/26
evaluationusable & useful
1 2 3 4 5 6 712345#lak% #uc3m% #cgiar% #peno3% #thesis%supervisors%#thesis%students%#chikul%Score%teachers%students%percei...
29
http://developer.runkeeper.com/healthgraph30
31
issues
patient empowerment
http://www.flickr.com/photos/reighleblanc/1372176177/
controle
37
38
privacy
40
41
FearUncertaintyDoubt42
Transparency
44?http://erikduval.wordpress.com/@ErikDuval
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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Personal health dashboards through Quantified Self apps

  1. 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. 2. http://www.slideshare.net/erik.duval2
  3. 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. 4. professional expert
  5. 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. 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. 7. Visual  encodingStructural  genomic  varia+onCopy  number  varia+onHypothesis  genera+on  for  network  analysisJan  Aerts,ESATjan.aerts@esat.kuleuven.be
  8. 8. 8
  9. 9. 9
  10. 10. 10
  11. 11. 11
  12. 12. ‘consumer’always connected,& quantifying everything
  13. 13. https://as-emurgency.appspot.com/
  14. 14. The notification system
  15. 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. 16. quantifying everything
  17. 17. http://quantifiedself.com/18
  18. 18. 20
  19. 19. 21
  20. 20. awareness(self) reflectionsense makingimpactdataquestionsanswersbehavior change ornew meaning
  21. 21. participatory design
  22. 22. 25http://mume11.snakeflash.com/
  23. 23. http://jlsantoso.blogspot.com/26
  24. 24. evaluationusable & useful
  25. 25. 1 2 3 4 5 6 712345#lak% #uc3m% #cgiar% #peno3% #thesis%supervisors%#thesis%students%#chikul%Score%teachers%students%perceivedusefulness
  26. 26. 29
  27. 27. http://developer.runkeeper.com/healthgraph30
  28. 28. 31
  29. 29. issues
  30. 30. patient empowerment
  31. 31. http://www.flickr.com/photos/reighleblanc/1372176177/
  32. 32. controle
  33. 33. 37
  34. 34. 38
  35. 35. privacy
  36. 36. 40
  37. 37. 41
  38. 38. FearUncertaintyDoubt42
  39. 39. Transparency
  40. 40. 44?http://erikduval.wordpress.com/@ErikDuval

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