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: | Tian Li |
| Institution: | Carnegie Mellon University |
| Department: | Computer Science Department |
| Country: | |
| Proposed Analysis: | We plan to benchmark some of the federated learning (i.e., privacy-preserving distributed machine learning over a network of heterogeneous data) algorithms on this dataset, similarly to what has been done in this paper: https://arxiv.org/pdf/2107.08371.pdf. It would be helpful if we can have access to real-life decentralized data in cross-silo settings (e.g., this dataset collected from multiple sources). |
| Additional Investigators |
