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

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...

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Bibliographic Details
Main Author: Debdeep Mukherjee
Other Authors: Jagath C Rajapakse
Format: Final Year Project (FYP)
Language:English
Published: Nanyang Technological University 2022
Subjects:
Online Access:https://hdl.handle.net/10356/158154