Fig. 1.

Schematic representation of the proposed pipeline. Pre-processing includes automatic segmentation of renal structures, color deconvolution, and instance labeling based on the labels of the WSIs. Several types of features are extracted from the segmented objects and after feature selection, feature analyses are carried out based on healthy and pathological samples.