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: | Andrey Malinin |
| Institution: | Shifts Project |
| Department: | Research |
| Country: | |
| Proposed Analysis: | My team of researchers at the Shifts Project is investigating the robustness of neuro-imaging machine learning models to distributional shift (mismatches between training and deployment data). As a solution to this problem we are exploring self-supervised pre-training. Our goal is to make a universal pre-trained (foundational) model which can be used as an initialisation for downstream MRI neuro-imaging ML tasks, such as multiple sclerosis segmentation, tumour segmentation, etc.. We would like access to the ADNI data in order to use it both for pre-training as well as any downstream tasks for which the supervision allows. |
| Additional Investigators |
