Investigating subtypes of alzheimer's disease using graph neural networks on functional MRI scans

• Main Author: Ang, Jun Liang
• Other Authors: Jagath C Rajapakse
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Engineering::Computer science and engineering::Computer applications::Life and medical sciences
• Online Access: https://hdl.handle.net/10356/148087
• Institution: Nanyang Technological University

While advances in Deep Learning have improved the state-of-the-art for classification of neurological disorders such as Alzheimer’s Disease (AD), their effectiveness is limited because they have failed to consider disease heterogeneity, an important characteristic of neurological disorders. Due to t...