2021 open house - personalized therapeutics (Alicia Curth)
Ph.D. student Alicia Curth introduces the problem of personalized therapeutics and heterogenous treatment effects—a core area of study at the intersection of machine learning and healthcare. After recapping progress to date, Alicia focuses on the problem of modeling treatment effects using approaches such as meta-learners and altering inductive biases. She then moves on to the problem of estimating heterogenous treatment effects from time-to-event data.
Learn more about this event and the lab's research: https://www.vanderschaar-lab.com/open...
The lab's publications are here: https://www.vanderschaar-lab.com/publ...
Mihaela van der Schaar on Twitter: / mihaelavds
Mihaela van der Schaar on LinkedIn: / mihaela-van-der-schaar