Robust Tumor Detection from Coarse Annotations via Multi-Magnification Ensembles

no code implementations • 29 Mar 2023 • Mehdi Naouar, Gabriel Kalweit, Ignacio Mastroleo, Philipp Poxleitner, Marc Metzger, Joschka Boedecker, Maria Kalweit

In this work, we put the focus back on tumor localization in form of a patch-level classification task and take up the setting of so-called coarse annotations, which provide greater training supervision while remaining feasible from a clinical standpoint.

Multiple Instance Learning whole slide images