Towards Trustworthy AI in Dementia Care: Enhancing Anomaly Detection with Uncertainty-Aware Modeling for Aging in Place

This project aims to improve a home-based reminder system that supports people living with dementia and their caregivers. The system, called Remindful, uses artificial intelligence (AI) to detect unusual changes in daily routines that may signal health concerns. This research will make the system more trustworthy by adding features that show how confident the AI is in its alerts and by designing clearer ways to share that information with caregivers. The work will provide valuable learning opportunities and technical training for the student, while strengthening knowledge exchange between the University of Toronto and the University of Oxford in the areas of dementia support and interpretable AI.

Faculty Supervisor:

Alex Mihailidis

Student:

Partner:

University of Oxford

Discipline:

Engineering

Sector:

Artificial Intelligence; Health and Related Sciences and Technology

University:

University of Toronto

Program: