There are many active research projects accessing and applying shared ADNI data. Use the search above to find specific research focuses on the active ADNI investigations. This information is requested annually as a requirement for data access.
| Principal Investigator | |
| Principal Investigator's Name: | Conghao Wang |
| Institution: | Nanyang Technological University |
| Department: | School of Computer Science and Engineering |
| Country: | |
| Proposed Analysis: | We proposed a computational approach based on Graph Neural Network (GNN) to integrate imaging data (MRI) and multi-omics data for predicting diagnosis of Alzheimer's Disease (AD). Our method first learns the latent representation of the MRI data, and then use this representation as the feature matrix of GNN. Meanwhile, the multi-omics data are used for computing the population similarity graph of the samples and the graph will be used as the adjacent matrix in the GNN. This method has been demonstrated in our latest research in Parkinson's Disease, and we hope to extend it AD and further study the attribution of the input features. |
| Additional Investigators |
