federated learning for neuroimaging
collaborative science with privacy
This is a large-scale project, funded by the NIH, to build a platform for collaborative research using neuroimaging. I work on aspects of decentralized/”federated” learning and understanding how privacy can be guaranteed in such systems. Our current efforts are focused on understanding privacy in data visualization.
See the COINSTAC site for all the details!