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Personal health dashboards through Quantified Self apps
Personal health dashboards through Quantified Self apps allow individuals to track various health metrics over time. These dashboards provide insights that help people reflect on and change their behaviors. However, they also raise issues regarding privacy, control over personal data, and how to balance patient empowerment with potential fears about constant self-monitoring. Effective design is needed to address these challenges and ensure such technologies are transparent and beneficial.
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Personal health dashboards through Quantified Self apps
- 1. Personal health dashboards throughQuantified Self apps Workshop on ICT for Healthy Ageing, Leuven, 14 mei 2013 Erik Duval, Joris Klerkx Jan Aerts, Andrew vande Moere http://erikduval.wordpress.com @ErikDuval 1
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- 3. 3 Music Technology Enhanced Learning e-health Research 2.0 Datavisualization at ESAT: •Opening black box of machine learning algorithms for gene and variant (mutation) prioritization •Helping domain experts to identify optimal parameter settings of automated algorithms •Identification of structural genomic variation •Insight in change of gene expression over time in embryos
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- 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 encoding Structural genomic varia+on Copy number varia+on Hypothesis genera+on for network analysis Jan Aerts, ESAT jan.aerts@esat.kuleuven.be
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- 16. PUBLIC DISPLAY SCENARIO Cardiacarrest happening in railway station Patients’ clothes, monitoring his vital signs, sends out automatic notification to 112 & all public infoscreens in the neighbourhood Message is displayed on infoscreen: “CPR needed on track 6” Railway Station of Liège-guillemins
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- 23. awareness (self) reflection sense making impact data questions answers behaviorchange or new meaning
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- 28. 1 2 34 5 6 7 12345 #lak% #uc3m% #cgiar% #peno3% #thesis% supervisors% #thesis% students% #chikul% Score% teachers% students% perceivedusefulness
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