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: | Hong Wang |
| Institution: | Shandong Normal University |
| Department: | Information Science and Engineering |
| Country: | |
| Proposed Analysis: | In response to the problem of heterogeneity among multi-modalities data, a graph capsule convolutional network was proposed to predict the progression of mild cognitive impairment and identify the pathological mechanisms. Heterogeneous pathogenic information association graphs were constructed with genes and brain regions as nodes to integrate multi-modalities data. Heterogeneities between multi-modalities were disentangled into a set of latent components torepresent capsules, and the disease-specific information flow among pathogenic factors was captured by the graph capsule convolutional network. |
| Additional Investigators |
