Clinical data, Natural language pRocessing and eYe tracking for dementia risk stratification (CANARY)
Award Date: 2019
Project Lead(s): Thalia Field
Project Title: Clinical data, Natural language processing and eYe tracking for dementia risk stratification (CANARY)
This project is developing and testing a pragmatic, multimodal strategy for risk stratification of potential participants for clinical trials of disease-modifying strategies in dementia. Our machine-learning algorithm processes language and gaze data alongside clinical information to risk-stratify individuals. Our painless, portable, and affordable strategy for risk stratification using AI will help people plan for the future, improve their memory health sooner, and will also accelerate and streamline trials of disease-modifying treatments for dementia.