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S2E9: Genentech’s Aviv Regev on the Promise of Single Cell Genomics

Theory and Practice

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The Convolutions of Life

"Biology is a series of nonlinear transformations. You have different layers and you have different convolutions between them," he says. "For many years, that was difficult for us ... computationally and analytically,. It was pretty insurmountable" But machine learning has made it possible to combine multiple views in the same way.

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