PD-L1 Classification of Weakly-Labeled Whole Slide Images of Breast Cancer

1 code implementation • 15 Apr 2024 • Giacomo Cignoni, Cristian Scatena, Chiara Frascarelli, Nicola Fusco, Antonio Giuseppe Naccarato, Giuseppe Nicoló Fanelli, Alina Sîrbu

We also tested the performance with or without human preprocessing to remove brown artefacts Colour distance based models achieve the best performances on testing configuration (1) with artefact removal, while autoencoder-based models are superior in the remaining cases, which are prone to greater data variability.

whole slide images