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: | Sunny Wang |
| Institution: | Summer STEM Institute |
| Department: | Machine Learning |
| Country: | |
| Proposed Analysis: | I plan on using this dataset to conduct a research project involving classifying stages of Alzheimer's using generative adversarial networks for data augmentation. A GAN model, possibly a BAGAN implementation, will be created to augment and balance the dataset. A CNN model will then be created using transfer learning with ResNet or GoogLeNe, utilizing the GAN augmented dataset, in order to classify the images. |
| Additional Investigators |
