Healthspan Project
Project Description
Collaborating with a team at Poly U, we have psychical health, psychological health, and cognitive ability data (including eye movements and brain imaging data) for examining dietary, lifestyle, and other factors associated with physical and cognitive health in older adults using machine learning methods.
Supervisor
HSIAO, Janet Hui-wen
Quota
1
Course type
UROP1000
UROP1100
Applicant's Roles
The applicant will help analyse eye movement data from the project using machine learning methods (EMHMM: http://visal.cs.cityu.edu.hk/research/emhmm/) and examine its association with other health-related measures.
Applicant's Learning Objectives
- To learn how to perform eye movement data analysis using EMHMM.
- To learn how to process a large dataset and perform basic data analysis to examine their relationships.
- To learn how to process a large dataset and perform basic data analysis to examine their relationships.
Complexity of the project
Moderate