We present a method, named Label Cleaning Multiple Instance Learning (LC-MIL), to refine coarse annotations on a single WSI without the need for external training data. Patches cropped from a WSI with ...

Two competing classification methods are exploited, namely Multiple Instance Learning (MIL) and DL, which are combined using an uncertainty-aware decision function. The DL method performs ...