A comparative study of GNN and MLP based machine learning for the diagnosis of Alzheimer's Disease involving data synthesis.
(2023)
Journal Article
Chen, K., Weng, Y., Hosseini, A. A., Dening, T., Zuo, G., & Zhang, Y. (2024). A comparative study of GNN and MLP based machine learning for the diagnosis of Alzheimer's Disease involving data synthesis. Neural Networks, 169, 442-452. https://doi.org/10.1016/j.neunet.2023.10.040
Alzheimer’s Disease (AD) is a neurodegenerative disease that commonly occurs in older people. It is characterized by both cognitive and functional impairment. However, as AD has an unclear pathological cause, it can be hard to diagnose with confidenc... Read More about A comparative study of GNN and MLP based machine learning for the diagnosis of Alzheimer's Disease involving data synthesis..