
S2E4: Dr. Caroline Uhler on Harnessing the Power of Machine Learning to Drive New Discoveries in Biology
Theory and Practice
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
00:00
Transcript
Play full episode
Remember Everything You Learn from Podcasts
Save insights instantly, chat with episodes, and build lasting knowledge - all powered by AI.