A systematic review of biologically-informed deep learning models for cancer: fundamental trends for encoding and interpreting oncology data

no code implementations • 2 Jul 2022 • Magdalena Wysocka, Oskar Wysocki, Marie Zufferey, Dónal Landers, André Freitas

We discuss the recent evolutionary arch of DL models in the direction of integrating prior biological relational and network knowledge to support better generalisation (e. g. pathways or Protein-Protein-Interaction networks) and interpretability.