Dynamic thresholding and robust contrastive techniques for enhanced semi-supervised cardiac segmentation
Table 6
Benefits of our proposed module dynamic pseudo-label threshold map (DPTM), robust entropy minimization (REM), and contrastive consistency (CC).
For ACDC, we use 10% labeled data. For MMWHS, we use 40% labeled data. † denotes the best performance when attached with only one component and * represents the best results attached with two components.