Table 7 Comparison of computational cost with existing methods based on the bladder tumor dataset. “TTime” represents the total training time for 500 cycles, measured in hours (h). “ITime” refers to the inference time for a single image when performing image segmentation on the test set, measured in seconds per frame (ms/F).

From: Semi-supervised medical image segmentation of bladder tumors based on supervised branches and uncertainty estimation

Methods

TTime

ITime

MT

2.73

5.698

UAMT

3.86

5.742

DTC

2.42

5.261

PolypMix

2.04

4.861

DSST

3.82

5.188

W2sPC

3.62

6.096

EMSSL

3.43

9.157

UDS-MT(ours)

3.87

5.488