Training on Polar Image Transformations Improves Biomedical Image Segmentation

Benchmark Model Rank Results
lesion-segmentation-on-isic-2018Polar Res-U-Net++#1mean Dice: 0.9253
liver-segmentation-on-lits2017Polar U-Net#1IoU: 89.85Dice: 93.02
medical-image-segmentation-on-cvc-clinicdbPolar U-Net#24mean Dice: 0.9374mIoU: 0.8977