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: | Yizhuo He |
| Institution: | The University of British Columbia |
| Department: | Computer Science |
| Country: | |
| Proposed Analysis: | Hi, I am an undergraduate research assistant working in Professor Cristina Conati's Lab at UBC, Canada. Our project is about Merging AD datasets with GANs. Since most datasets for AD classification are relatively small for training ML and especially DL models, there's a lack of large-scale datasets related to AD hindering the progress of research on automatic AD screening. Our project aims to utilize GAN architecture to combine data stemming from different sources (datasets) building a shared representation that can be fed to a classifier. It would be really helpful if we can have access to the ADNI dataset. |
| Additional Investigators | |
| Investigator's Name: | Cristina Conati |
| Proposed Analysis: | Our project is about Merging AD datasets with GANs. Since most datasets for AD classification are relatively small for training ML and especially DL models, there's a lack of large-scale datasets related to AD hindering the progress of research on automatic AD screening. Our project aims to utilize GAN architecture to combine data stemming from different sources (datasets) building a shared representation that can be fed to a classifier. It would be really helpful if we can have access to the ADNI dataset. |
