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ResearchFormerly WizWand

Left Atrium Segmentation on LASeg 5% labeled data 4:76 ratio (test)

0.9147DiceV-Net (fully)
0.5099320.6150160.72010.825184Oct 17, 2023Oct 24, 2023Oct 31, 2023Nov 7, 2023Nov 14, 2023Nov 21, 2023Nov 29, 2023
Updated 8mo ago

Evaluation results

MethodLinks
V-Net (fully)Label Ratio=100%2023.100.91470.84365.481.51
A&DLabel Ratio=5%2023.100.89930.81825.251.86
AD-MTLabeled data percentage=5%2023.110.89630.81286.561.85
PS-MTLabeled data percentage=5%2023.110.88490.79138.122.78
BCPLabel Ratio=5%, Validation Protocol=use labeled data instead of test set2023.100.88020.78727.92.15
BCPLabeled data percentage=5%, Additional pre-training stage=true2023.110.88020.78727.92.15
SS-NetLabel Ratio=5%, Validation Protocol=use labeled data instead of test set2023.100.86330.76159.972.31
SS-NetLabeled data percentage=5%2023.110.86330.76159.972.31
MC-NetLabel Ratio=5%2023.100.83590.723614.072.7
MC-Net+Labeled data percentage=5%2023.110.83590.723614.072.7
URPCLabel Ratio=5%2023.100.82480.713514.653.65
URPCLabeled data percentage=5%2023.110.82480.713514.653.65
UA-MTLabel Ratio=5%2023.100.82260.709813.713.82
UA-MTLabeled data percentage=5%2023.110.82260.709813.713.82
SASSNetLabel Ratio=5%2023.100.8160.696316.163.58
SASSNetLabeled data percentage=5%2023.110.8160.696316.163.58
DTCLabel Ratio=5%2023.100.81250.693314.93.99
DTCLabeled data percentage=5%2023.110.81250.693314.93.99
V-Net (5%)Label Ratio=5%2023.100.52550.39647.059.87
VNet (SupOnly)Labeled data percentage=5%2023.110.52550.39647.059.87