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: | Arkadiusz Kwasigroch |
| Institution: | Hasso Plattner Institute |
| Department: | Digital Health Center |
| Country: | |
| Proposed Analysis: | Our objective is to utilize the ADNI dataset to thoroughly evaluate the performance of neural network architectures based on the transformer module. Specifically, we will assess these architectures in various pretraining settings, focusing primarily on supervised learning methods. The ultimate goal is to apply these models to the downstream task of Alzheimer's disease classification. |
| Additional Investigators | |
| Investigator's Name: | Robert Weeke |
| Proposed Analysis: | Our objective is to utilize the ADNI dataset to thoroughly evaluate the performance of neural network architectures based on the transformer module. Specifically, we will assess these architectures in various pretraining settings, focusing primarily on supervised learning methods. The ultimate goal is to apply these models to the downstream task of Alzheimer's disease classification. |
| Investigator's Name: | Oliver Zimmermann |
| Proposed Analysis: | Our objective is to utilize the ADNI dataset to thoroughly evaluate the performance of neural network architectures based on the transformer module. Specifically, we will assess these architectures in various pretraining settings, focusing primarily on supervised learning methods. The ultimate goal is to apply these models to the downstream task of Alzheimer's disease classification. |
