Network analysis on neuro-imaging data

• Main Author: Wee, Jacintha Yun Yi
• Other Authors: Ke Yiping, Kelly
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; Brain network analysis
• Online Access: https://hdl.handle.net/10356/175076
• Institution: Nanyang Technological University

This study explored the design of a complete, explainable, scalable, and reliable brain network construction pipeline using Diffusion Tensor Imaging (DTI) images to generate structural connectivity matrices for analysis; this analysis included the evaluation of various Graph Convolutional Network (G...