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: | Kumail Alhamoud |
| Institution: | KAUST |
| Department: | Computer Science |
| Country: | |
| Proposed Analysis: | I would like to analyze the quality of recent machine learning based generative models (such as diffusion models) when applied to ADNI MRI images. I would also like to test whether these models are fair (i.e., whether their performance is consistent across all the age and sex groups in the dataset). |
| Additional Investigators | |
| Investigator's Name: | Saud Alrasheed |
| Proposed Analysis: | Saud will investigate the fairness aspect (mentioned earlier) more thoroughly and propose changes to the machine learning methods that improve fairness. |
