Robotics, Vision and Intelligent Technologies
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Universidad de Alicante

Escuela Politécnica Superior III
Ctra. San Vicente, S/N
E-03690 San Vicente del Raspeig (Alicante)
SPAIN

german.gonzalez@ua.es

Digital Twins for early detection of signs of cognitive decline and personalised care using fair and explainable AI techniques

The project aims to create a digital twin that models the cognitive state of older adults to improve their well-being through applications for early detection, monitoring, and personalized assistance against cognitive decline.
So, its main objectives can be summarized as follows:

  • Data collection: Develop a multimodal system to gather health, cognitive, and behavioural data using Ambient Assisted Living (AAL) technologies, interviews, and mixed reality exercises.
  • Data integration and analysis: Build an intelligent system that combines and analyzes multimodal data with deep learning to form a robust dataset for model training.
  • Virtual modeling: Create virtual representations of individuals’ cognitive and behavioural states to simulate their evolution over time.
  • Early detection: Develop systems to identify early signs of cognitive decline using these virtual models.
  • Personalized assistance: Design adaptive support systems to slow cognitive deterioration in at-risk individuals.
  • Clinical validation: Evaluate how these interventions affect cognitive health and daily functioning.

Funding and Acknowledgements

This project has been supported by Ministerio de Ciencia e Innovación