Using machine learning to predict cognitive decline among long-term care residents in Ontario
Wenshan Li, PhD
Award: 2022 Compassion and AI Fellowship
- Cognitive Decline
- Digital health
- Person-centered care
Post-Doctoral Fellow, Ottawa Hospital Research Institute
Being able to anticipate cognitive decline can help long-term care residents and their family caregivers plan for care options and address modifiable factors in a compassionate and timely manner. Wenshan’s project will describe cognitive trajectories of long-term care residents in Ontario, highlighting the impact of social isolation before and during the COVID-19 pandemic. She will then use machine learning methods to develop a tool to predict cognitive decline.