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: | Maria Constantinou |
Institution: | University of Cyprus |
Department: | Center for Applied Neuroscience |
Country: | |
Proposed Analysis: | My work aims to develop novel intelligent methods to automatically detect hallmarks of MCI and dementia in structural (sMRI) and functional magnetic resonance imaging (fMRI) brain scans. To achieve this, I’m developing advanced deep convolutional neural network classifiers, for analysing sMRI and resting-state fMRI. I would like to use the ADNI data for training and testing the classifiers. |
Additional Investigators | |
Investigator's Name: | Marios Pafitis |
Proposed Analysis: | Developed convolutional neural network (CNN) models to classify AD and NC brain MRI slices. Tested combining convolutional neural network (CNN) classifiers with Hessian-free optimization (second-order algorithm) to improve their training speed and performance compared to commonly used first-order algorithms. See uploaded manuscript. |
Investigator's Name: | Chris Christodoulou |
Proposed Analysis: | Project supervisor. See uploaded manuscript. |