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: | Emanuel Azcona |
Institution: | Northwestern University |
Department: | Electrical & .Computer Engineering |
Country: | |
Proposed Analysis: | Using the MRIs of patient data we're proposing to use FreeSurfer to extract the cortical and subcortical surfaces and make a diagnostic prediction using solely "shape" information rather than the entire 3D MRI volume. The classification task will utilize the power of recent developments in graph-based machine learning, specifically: Graph Convolutional Networks. |
Additional Investigators | |
Investigator's Name: | Todd Parrish |
Proposed Analysis: | Secondary supervisor to Emanuel Azcona in the ADNI deep dive using graph convolutional networks. |
Investigator's Name: | Aggelo Katsaggelos |
Proposed Analysis: | Primary supervisor to Emanuel Azcona in the ADNI deep dive using graph convolutional networks. |