Theory and application of deep learning to improve healthcare
Mentoring PhD and MD/PhD students, and postdoctoral fellows
Automated hyperparameter optimization, embedding priors, causality, visualizing learned network abstractions
Developing diagnostics, prognostics and treatment guidance from neuroimaging and non-imaging data for mental and neurodevelopment disorders, as well as neurodegenerative and oncological diseases.
