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Systematic design of health monitoring systems centered on older adults and ADLs.

Francisco M Garcia-MorenoMaria Bermudez-EdoJosé Manuel Pérez-MármolJosé Luis GarridoMaría José Rodríguez
Published in: BMC medical informatics and decision making (2024)
The defined conceptual model can be the basis to develop health monitoring systems with multiple sensors and intelligence based on data analytics. This model offers a holistic approach to caring for and supporting older adults as they age, considering ADLs and various health dimensions. We have performed an experimental and qualitative validation of the proposal in the field of study. The conceptual model has been instantiated in two specific case uses, showing the provided abstraction level and the feasibility of the proposal to build reusable, extensible and adaptable health systems. The proposal can evolve by exploiting other scenarios and contexts.
Keyphrases
  • public health
  • healthcare
  • mental health
  • health information
  • physical activity
  • big data
  • systematic review
  • health promotion
  • machine learning
  • electronic health record
  • risk assessment
  • social media