How to deal with domain shift in computational pathology? w/ Khrystyna Faryna
Channel: Aleksandra Zuraw Digital Pathology Place
Date: 2022-11-04

Everyone wants the computational pathology models to be generalizable. But how do you build a robust model if you can have slides coming from all over the world, several different scanners and even different times?

The problem that needs to be tackled is domain shift and in this talk Khrystyna Faryna, a PhD candidate at the RadboudUMC computational pathology group will answer your questions related to domain shift:

- What is a domain in the context of computational pathology?
- What kind of domains do we have?
- Why is it important to account for domain shift?
- Can we make a model “domain shift proof”
- What are the methods used to make a model robust to domain shift?
- How robust can it be?

Join us live!