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Semi-supervised Medical Image Segmentation

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Showing 76–100 of 144 papers

TitleStatusHype
Robust semi-supervised segmentation with timestep ensembling diffusion models—0
Diagonal Hierarchical Consistency Learning for Semi-supervised Medical Image Segmentation—0
Competitive Ensembling Teacher-Student Framework for Semi-Supervised Left Atrium MRI Segmentation—0
Cross-head mutual Mean-Teaching for semi-supervised medical image segmentationCode1
Cross-adversarial local distribution regularization for semi-supervised medical image segmentation—0
Discrepancy Matters: Learning from Inconsistent Decoder Features for Consistent Semi-supervised Medical Image SegmentationCode1
Multi-dimensional Fusion and Consistency for Semi-supervised Medical Image Segmentation—0
Medical Image Segmentation with Belief Function Theory and Deep Learning—0
Dual-Decoder Consistency via Pseudo-Labels Guided Data Augmentation for Semi-Supervised Medical Image SegmentationCode0
Rethinking Data Perturbation and Model Stabilization for Semi-supervised Medical Image SegmentationCode1
Semi-Supervised Medical Image Segmentation with Co-Distribution Alignment—0
DHC: Dual-debiased Heterogeneous Co-training Framework for Class-imbalanced Semi-supervised Medical Image SegmentationCode1
Consistency-guided Meta-Learning for Bootstrapping Semi-Supervised Medical Image SegmentationCode1
EVIL: Evidential Inference Learning for Trustworthy Semi-supervised Medical Image Segmentation—0
Correlation-Aware Mutual Learning for Semi-supervised Medical Image SegmentationCode1
Multi-Scale Cross Contrastive Learning for Semi-Supervised Medical Image Segmentation—0
C^3PS: Context-aware Conditional Cross Pseudo Supervision for Semi-supervised Medical Image Segmentation—0
Self-aware and Cross-sample Prototypical Learning for Semi-supervised Medical Image SegmentationCode1
Cross-supervised Dual Classifiers for Semi-supervised Medical Image Segmentation—0
Bidirectional Copy-Paste for Semi-Supervised Medical Image SegmentationCode2
Self-training with dual uncertainty for semi-supervised medical image segmentation—0
ACTION++: Improving Semi-supervised Medical Image Segmentation with Adaptive Anatomical ContrastCode1
Inherent Consistent Learning for Accurate Semi-supervised Medical Image SegmentationCode1
Orthogonal Annotation Benefits Barely-supervised Medical Image SegmentationCode1
Rethinking Semi-Supervised Medical Image Segmentation: A Variance-Reduction PerspectiveCode1
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