CAREUP: An Integrated Care Platform with Intrinsic Capacity Monitoring and Prediction Capabilities
This paper describes CAREUP, a novel older adult healthy aging support platform based on Intrinsic Capacity (IC) monitoring. Besides standard functionalities like storing health measurement data or providing users with personalized recommendations, the platform includes novel intrinsic capacity assessment and prediction algorithms. Older adults' performance is continuously monitored in all five IC domains-locomotion, psychology, cognition, vitality, and sensory capacity-based on measurement results and answers to questionnaires gathered using the platform's mobile applications. The users are also presented with a machine learning-based prediction of how their intrinsic capacity might change over the following years. The platform's operation was successfully tested with the participation of older adults and their caregivers in three countries: Austria, Italy, and Romania.
Authors
- Oana Cramariuc (ORCID: https://orcid.org/0000-0002-7499-5704)
- Seif Ben Bader (ORCID: https://orcid.org/0000-0003-4879-042X)
- Giacomo Cucchieri (ORCID: https://orcid.org/0000-0002-3298-6041)
- Magdalena Velciu (ORCID: https://orcid.org/0000-0003-1457-004X)
- Jerzy Kołakowski (ORCID: https://orcid.org/0000-0002-5045-6167)
- Vitomir Djaja-Jośko (ORCID: https://orcid.org/0000-0002-2089-4641)
- Jaouhar Ayadi (ORCID: https://orcid.org/0000-0002-1484-8710)
- Irina Mocanu (ORCID: https://orcid.org/0000-0001-5176-9344)
- Angelo Consoli
- Marcin Kołakowski (ORCID: https://orcid.org/0000-0003-0068-8784)
- Luca Gilardi
- Vera Stara (ORCID: https://orcid.org/0000-0001-7536-7606)
- Eva Reithner
- Lionello Ferrazzini
- Barbara Borgogni
- Sara Leonzi (ORCID: https://orcid.org/0009-0002-2907-4698)
- Jacek Cichocki
- Sofia Rivaira
- Andrea Lupica
Institutions
- Warsaw University of Technology (PL)
- Eclexys (Switzerland) (CH)
- Istituto Nazionale di Riposo e Cura per Anziani (IT)
- Universitatea Națională de Știință și Tehnologie Politehnica București (RO)
Publication Details
- Journal
- Sensors
- Published
- 2025-02-03
- DOI
- https://doi.org/10.3390/s25030916
- Citations
- 5
- Primary Topic
- Context-Aware Activity Recognition Systems
- Type
- article
- Field-Weighted Citation Impact
- 6.38
Funders
- Ministerul Cercetării, Inovării şi Digitalizării
- Narodowe Centrum Badań i Rozwoju
- National Institute on Aging
- Active and Assisted Living programme