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: | Jacob Diaz |
| Institution: | Cornell University |
| Department: | Computer Science |
| Country: | |
| Proposed Analysis: | We are going to train a Deep Neural Network classifier to attempt to accurately predict patients with Alzheimer's disease. Previous studies have used convolution neural networks (CNN) or recurrent neural networks (RNN) to try and perform classification. We believe these prior models on their own do not adequately account for the spatio-temporal nature of fMRI data in a holistic manner (i.e. previous models treat space and time independently). We would like to train a hybrid model that incorporates both the space and time of fMRI data effectively by merging concepts from CNN and RNN. |
| Additional Investigators | |
| Investigator's Name: | Joseph Whelan |
| Proposed Analysis: | Working on the same study as Jacob Diaz |
| Investigator's Name: | Benjamin Shwartzman |
| Proposed Analysis: | Working on the same study as Jacob Diaz |
