You need an account to view media

Sign in to view media

Don't have an account? Please contact us to request an account.

ICME Keynotes
Keynote

Keynote 2: A nationally-implemented AI solution for Covid-19: addressing capacity planning, risk assessment, treatment effects and outcomes - Mihaela van der Schaar

Mihaela van der Schaar

Date & Time

Tue, July 7, 2020

05:30 pm – 06:30 pm

Location

On Demand

Abstract

Medicine stands apart from other areas where AI can be applied. While we have seen advances in other fields with lots of data, it is not the volume of data that makes medicine so hard, it is the challenges arising from extracting actionable information from the complexity of the data. It is these challenges that make medicine the most exciting area for anyone who is really interested in the frontiers of machine learning – giving us real-world problems where the solutions are ones that are societally important and which potentially impact on us all. Think Covid 19! In this talk I will show how AI and machine learning are transforming medicine and how medicine is driving new advances in machine learning, including new methodologies in automated machine learning, interpretable and explainable machine learning, dynamic forecasting, and causal inference. I will also discuss our experiences in implementing such AI solutions nationally, in the UK, in order to fight the current Covid 19 pandemic as well as how they can be adapted for international use.


Presenter

Mihaela van der Schaar

University of Cambridge
Sign in to join the conversationDon't have an account? Please contact us to request an account.

Presentation Chair


Date & Time

Tue, July 7, 2020

05:30 pm – 06:30 pm

Location

On Demand