The Dem@Care Experiments and Datasets: a Technical Report
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Abstract (arXiv)
The objective of Dem@Care is the development of a complete system providing personal health services to people with dementia, as well as medical professionals and caregivers, by using a multitude of sensors, for context-aware, multi-parametric monitoring of lifestyle, ambient environment, and health parameters. Multi-sensor data analysis, combined with intelligent decision making mechanisms, will allow an accurate representation of the person's current status and will provide the appropriate feedback, both to the person and the associated caregivers, enhancing the standard clinical workflow. Within the project framework, several data collection activities have taken place to assist technical development and evaluation tasks. In all these activities, particular attention has been paid to adhere to ethical guidelines and preserve the participants' privacy. This technical report describes shorty the (a) the main objectives of the project, (b) the main ethical principles and (c) the datasets that have been already created.
Key facts. Cited by 7 papers in the map (data through 7 Oct 2026). First posted on arXiv 17 Dec 2016.
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Citing papers per year: 2023: 2; 2024: 3; 2025: 1; 2026: 1.
7 papers.
- 2024Exploiting Longitudinal Speech Sessions via Voice Assistant Systems for Early Detection of Cognitive Declinecited by 3
- 2026PROCESS-2: A Benchmark Speech Corpus for Early Cognitive Impairment Detectioncited by 2
- 2024Deep Insights into Cognitive Decline: A Survey of Leveraging Non-Intrusive Modalities with Deep Learning Techniquescited by 1
- 2023AI and Non AI Assessments for Dementiacited by 0
- 2023Multimodal Identification of Alzheimer's Disease: A Reviewcited by 0
- 2024Monitoring Simulated Physical Weakness Using Detailed Behavioral Features and Personalized Modelingcited by 0
- 2025The SERENADE project: Sensor-Based Explainable Detection of Cognitive Declinecited by 0
- 2026PROCESS-2: A Benchmark Speech Corpus for Early Cognitive Impairment Detection14 May 2026
- 2025The SERENADE project: Sensor-Based Explainable Detection of Cognitive Decline11 Apr 2025
- 2024Deep Insights into Cognitive Decline: A Survey of Leveraging Non-Intrusive Modalities with Deep Learning Techniques24 Oct 2024
- 2024Exploiting Longitudinal Speech Sessions via Voice Assistant Systems for Early Detection of Cognitive Decline16 Oct 2024
- 2024Monitoring Simulated Physical Weakness Using Detailed Behavioral Features and Personalized Modeling14 Jun 2024
- 2023Multimodal Identification of Alzheimer's Disease: A Review6 Oct 2023
- 2023AI and Non AI Assessments for Dementia30 Jun 2023