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S2E4: Dr. Caroline Uhler on Harnessing the Power of Machine Learning to Drive New Discoveries in Biology

Theory and Practice

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The Concept of Causal Transportability in Biology

The concept heres is causal transportability. Ounow has been working how to translate explicitly what you can learn from one datus atim about a cell type, to another Datus at about a different cell type. So i want to be able to predict the effect of an interventions. I would like to answer quest like, how would this cell have looked like adelaide or time point, were i still able to imagin it? But of course, now it is dead. It's another transport problem over time at the single cell level. And then come the causal questions. That you ere referring to. One is a known as causal transport ability, where you ava particular intervention

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