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: | Luke Chugh |
| Institution: | Northumbria University |
| Department: | Data Science |
| Country: | |
| Proposed Analysis: | I read research papers on Alzheimer's Disease and found out that the data for alzheimer's disease is very limited. There are not many open source datasets out there. The publically accessable datasets are imbalanced and have very less number of images which are just not enough to train deep learning models. I need ADNI dataset to train GANs. I plan to use Generative Adversarial Networks (GANs) to generate synthetic images for Alzheimer's MRI images. I will use deep learning architectures to evaluate if my synthetic data is any good and if it is then I will develop an API or a WebAPP which will be publically accessable which will help people to diagnose and treat Alzheimer's at an early stage and would help to prevent it from growing if treated at an early stage. I wish to publish a research paper on this. |
| Additional Investigators |
