Publications You Can't Understand A Deep Learning Model by Watching Where It's Looking Deep learning’s promise in medical applications are obvious, but it will be hard to get wide acceptance (or regulatory approvals) without doctors being able to understand the “why” behind each prediction. A popular
Publications Redefining Psychiatric Treatment Using Machine Learning Machine learning can be used to find neurologically-distinct subtypes of Schizophrenia.
Publications Deep Learning to Detect Early Cognitive Decline Using Siamese Networks, we were able to use a cocktail of MRI scans and gene sequences to predict people who were in most need of future clinical care.
Publications Brain Networks Becomes More Disorganized with Age Sometimes, it’s easier to understand how a complex system works by zooming out and thinking less about the details.
Publications How I Took a MRI of a Very Small Part of my own Brain I was the first person ever to record a fMRI signal from the thalamic reticular nucleus.
