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ResearchFormerly WizWand

Lesion Segmentation on MSWAL (five-fold cross-val)

51.04DiceBackSplit
15.00424.359533.71543.0705Nov 24, 2025
Updated 5mo ago

Evaluation results

MethodLinks
BackSplit#Params=30.79M, Target Class=Kidney Cyst, Support Structures=Multiple Organs, Imaging Modality={CT}2025.1151.04213.092363.11
U-Net#Params=30.79M, Target Class=Kidney Cyst, Support Structures=None, Imaging Modality={CT}2025.1149.31234.84860.72
BackSplit#Params=30.79M, Target Class=Liver Cyst, Support Structures=Multiple Organs, Imaging Modality={CT}2025.1135.71341.427354.6
BackSplit#Params=30.79M, Target Class=Gallstone, Support Structures=Multiple Organs, Imaging Modality={CT}, Evaluation Protocol=five-fold cross-validation2025.1134.97337.260275.31
BackSplit#Params=30.79M, Target Class=Liver Tumor, Support Structures=Multiple Organs, Imaging Modality={CT}2025.1133.12338.203146.83
BackSplit#Params=30.79M, Target Class=Pancreatic Cancer, Support Structures=Multiple Organs, Imaging Modality={CT}2025.1132.28308.255377.46
BackSplit (All lesions mean)#Params=30.79M, Target Class=All lesions mean, Support Structures=Multiple Organs, Imaging Modality={CT}2025.1131.9347.112562.18
U-Net#Params=30.79M, Target Class=Liver Cyst, Support Structures=None, Imaging Modality={CT}2025.1131.7384.343645.86
U-Net (All lesions mean)#Params=30.79M, Target Class=All lesions mean, Support Structures=None, Imaging Modality={CT}2025.1127.24399.975655.77
U-Net#Params=30.79M, Target Class=Liver Tumor, Support Structures=None, Imaging Modality={CT}2025.1126.66405.447632.19
U-Net#Params=30.79M, Target Class=Gallstone, Support Structures=None, Imaging Modality={CT}, Evaluation Protocol=five-fold cross-validation2025.1126.65418.33866.64
BackSplit#Params=30.79M, Target Class=Kidney Tumor, Support Structures=Multiple Organs, Imaging Modality={CT}2025.1119.79407.228263.94
U-Net#Params=30.79M, Target Class=Kidney Stone, Support Structures=None, Imaging Modality={CT}2025.1119.5471.465362.47
U-Net#Params=30.79M, Target Class=Kidney Tumor, Support Structures=None, Imaging Modality={CT}2025.1118.55436.883862.33
U-Net#Params=30.79M, Target Class=Pancreatic Cancer, Support Structures=None, Imaging Modality={CT}2025.1118.36448.503460.18
BackSplit#Params=30.79M, Target Class=Kidney Stone, Support Structures=Multiple Organs, Imaging Modality={CT}2025.1116.39484.321754.01