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CAREUP: An Integrated Care Platform with Intrinsic Capacity Monitoring and Prediction Capabilities.

Marcin Kolakowski1, Andrea Lupica2, Seif Ben Bader3

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|February 13, 2025
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Summary
This summary is machine-generated.

CAREUP is a new platform for healthy aging that monitors Intrinsic Capacity (IC) in older adults. It assesses and predicts changes in locomotion, psychology, cognition, vitality, and sensory capacity for better health support.

Keywords:
ICT platformsintrinsic capacitymachine learningolder adult support

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Area of Science:

  • Gerontology
  • Digital Health
  • Biomedical Engineering

Background:

  • Healthy aging initiatives require innovative tools for monitoring older adults' functional status.
  • Intrinsic Capacity (IC) is a key concept for assessing and maintaining health in later life.
  • Existing platforms often lack comprehensive IC assessment and predictive capabilities.

Purpose of the Study:

  • To introduce CAREUP, a novel platform for healthy aging support in older adults.
  • To detail the platform's capabilities in Intrinsic Capacity (IC) monitoring, assessment, and prediction.
  • To evaluate the platform's usability and effectiveness in a multi-country trial.

Main Methods:

  • Development of a digital platform (CAREUP) integrating mobile applications for data collection.
  • Implementation of algorithms for assessing and predicting the five domains of Intrinsic Capacity (IC): locomotion, psychology, cognition, vitality, and sensory capacity.
  • User testing with older adults and caregivers across Austria, Italy, and Romania.

Main Results:

  • The CAREUP platform successfully monitored Intrinsic Capacity (IC) across its five domains.
  • Novel algorithms for IC assessment and machine learning-based prediction were integrated and tested.
  • Successful pilot testing in three diverse European countries demonstrated platform feasibility.

Conclusions:

  • The CAREUP platform offers a novel approach to supporting healthy aging through continuous Intrinsic Capacity (IC) monitoring.
  • The platform's predictive capabilities can aid in proactive health management for older adults.
  • Cross-country validation suggests the potential for widespread adoption of the CAREUP system.