Medical Image Segmentation on lung nodule
77.21IoUUNet++ w/ DS
Evaluation Results
| Method | Links | |
|---|---|---|
| UNet++ w/ DSParams=9.04M, Deep Supervision=true2018.07 | 77.21 | |
| VNet++Deep Supervision=true, Params=26.2M2019.12 | 77.05 | |
| VNet+Deep Supervision=true, Params=25.3M2019.12 | 76.72 | |
| UNet++ w/o DSParams=9.04M, Deep Supervision=false2018.07 | 76.44 | |
| VNet++Deep Supervision=false, Params=26.2M2019.12 | 76.24 | |
| VNet+Deep Supervision=false, Params=25.3M2019.12 | 75.93 | |
| Wide U-NetParams=9.13M2018.07 | 73.38 | |
| wide V-NetDeep Supervision=false, Params=27.0M2019.12 | 73.12 | |
| U-NetParams=7.76M2018.07 | 71.47 | |
| V-NetDeep Supervision=false, Params=22.6M2019.12 | 71.17 |