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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.