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: | Mariano Ntrougkas |
| Institution: | CEnter for Research & Technology Hellas |
| Department: | Information Technologies Institute |
| Country: | |
| Proposed Analysis: | I am developing a trainable attention mechanism for explaining the decisions made by multiclass classifier neural networks. This method requires training the attention mechanism on the dataset in which the initial network was trained on. I would like to apply this method on Alzheimer's disease classifier networks to examine its effectiveness for a domain in which explainable AI is important i.e. the medical field. In my domain research, I have concluded that this dataset is vitally important for any research on Alzheimer's disease, and I will not be able to evaluate the effectiveness of the explainability method without it. |
| Additional Investigators |
