Joseph D Viviano

ML Research Scientist

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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

Joseph D Viviano Joseph D Viviano 1 min read
Publications

Redefining Psychiatric Treatment Using Machine Learning

Machine learning can be used to find neurologically-distinct subtypes of Schizophrenia.

Joseph D Viviano Joseph D Viviano 4 min read
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.

Joseph D Viviano Joseph D Viviano 3 min read
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.

Joseph D Viviano Joseph D Viviano 2 min read
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.

Joseph D Viviano Joseph D Viviano 3 min read
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