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ResearchFormerly WizWand

Medical Image Segmentation on lung nodule

77.21IoUUNet++ w/ DS
70.928472.559274.1975.8208Jul 18, 2018Oct 11, 2018Jan 4, 2019Mar 30, 2019Jun 23, 2019Sep 16, 2019Dec 11, 2019
Updated 8mo ago

Evaluation results

MethodLinks
UNet++ w/ DSParams=9.04M, Deep Supervision=true2018.0777.21
VNet++Deep Supervision=true, Params=26.2M2019.1277.05
VNet+Deep Supervision=true, Params=25.3M2019.1276.72
UNet++ w/o DSParams=9.04M, Deep Supervision=false2018.0776.44
VNet++Deep Supervision=false, Params=26.2M2019.1276.24
VNet+Deep Supervision=false, Params=25.3M2019.1275.93
Wide U-NetParams=9.13M2018.0773.38
wide V-NetDeep Supervision=false, Params=27.0M2019.1273.12
U-NetParams=7.76M2018.0771.47
V-NetDeep Supervision=false, Params=22.6M2019.1271.17