RAIL, a dual-group dual-student Mean Teacher framework with disagreement-focused supervision and confidence-aware learning, reports state-of-the-art semi-supervised tooth segmentation on four CBCT datasets.
Triple-task mutual consistency for semi-supervised 3d medical image segmentation
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RAIL: Region-Aware Instructive Learning for Semi-Supervised Tooth Segmentation in CBCT
RAIL, a dual-group dual-student Mean Teacher framework with disagreement-focused supervision and confidence-aware learning, reports state-of-the-art semi-supervised tooth segmentation on four CBCT datasets.