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

• المؤلف الرئيسي: Ang, Jun Liang
• مؤلفون آخرون: Jagath C Rajapakse
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2021
• الموضوعات: Engineering::Computer science and engineering::Computer applications::Life and medical sciences
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/148087
• المؤسسة: 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...