Dense Steerable Filter CNNs for Exploiting Rotational Symmetry in Histology Images

Benchmark Model Rank Results
breast-tumour-classification-on-pcamDSF-CNN (C8)#1AUC: 0.975
colorectal-gland-segmentation-on-cragDSF-CNN (C8)#2Dice: 0.891F1-score: 0.874Hausdorff Distance (mm): 138.4
multi-tissue-nucleus-segmentation-on-kumarDSF-CNN (C8)#2Dice: 0.826Hausdorff Distance (mm): 60