Predicting gender and cognitive scores from structural and functional connectome

• Main Author: Balehithlu, Ananya
• Other Authors: Jagath C Rajapakse
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science
• Online Access: https://hdl.handle.net/10356/175291
• Institution: Nanyang Technological University

Neuroimaging studies have extensively utilised graph convolution networks (GCNs) to model brain connectivity for predicting cognitive behaviours and gender. However, the integration of the structural connectivity (SC) and functional connectivity (FC) to enhance prediction accuracy remains relatively...