Application of graph convolutional neural networks to Alzheimer's and Parkinson's disease classification

• Main Author: Goli, Haveesh
• Other Authors: Jagath C Rajapakse
• Format: Thesis-Master by Research
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/148634
• Institution: Nanyang Technological University

Identifying connectivity patterns of the human structural connectome plays an important role in diagnosing various neurodegenerative conditions including Alzheimer’s disease (AD) and Parkinson’s disease (PD). The structural connectome is measured by diffusion weighted imaging (DTI) scans and is repr...