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: | Hima Rad |
| Institution: | Griffith University |
| Department: | ICT |
| Country: | |
| Proposed Analysis: | Neurodegenerative multi-omics based on MRI mapping, a unified multi-task deep learning framework, has been developed to open the way for machine learning-aided precision medicine by capturing biological information from high-dimensional omics data. Multiple kinds of omics data were translated into a latent space with a reduced dimensionality using the deep embedding module. Based on a unique multi-omics data representation, several downstream task modules were trained concurrently and effectively to predict the entire phenotypic profile of each sample based on MRI features using the multi-task technique. I need ADNI dataset to consider the effectivity level of our method on AD. |
| Additional Investigators |
