Building predictive models combining structural and functional connectome data via multi-view Graph Neural Networks

• Main Author: Debdeep Mukherjee
• Other Authors: Jagath C Rajapakse
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/158154
• Institution: Nanyang Technological University

This project investigates how we can leverage multiview geometric deep learning on structural and functional connectome data of the human brain to make accurate and robust predictive models on an individual’s attributes and cognitive abilities. The human brain can be mapped as structural connectivit...