34: 5 ways to make histopathology image models more robust to domain shift w/ Heather Couture, Pixel Scientia Labs

Send us a text In this episode, we talk with Heather Couture about how to make deep learning models for tissue image analysis more robust to domain shift. Supervised deep learning has made a strong mark in the histopathology image analysis space, however, this is a data-centric approach. We train the image analysis solution on whole slide images and want them to perform on other whole slide images - images we did not train on. The assumption is that the new images will be similar to the o...