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Semi-supervised Medical Image Segmentation

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Showing 51–100 of 144 papers

TitleStatusHype
DiffRect: Latent Diffusion Label Rectification for Semi-supervised Medical Image SegmentationCode2
S&D Messenger: Exchanging Semantic and Domain Knowledge for Generic Semi-Supervised Medical Image Segmentation—0
Cross Prompting Consistency with Segment Anything Model for Semi-supervised Medical Image SegmentationCode1
AstMatch: Adversarial Self-training Consistency Framework for Semi-Supervised Medical Image SegmentationCode0
FRCNet Frequency and Region Consistency for Semi-supervised Medical Image Segmentation—0
Leveraging Fixed and Dynamic Pseudo-labels for Semi-supervised Medical Image Segmentation—0
Adaptive Bidirectional Displacement for Semi-Supervised Medical Image SegmentationCode2
CrossMatch: Enhance Semi-Supervised Medical Image Segmentation with Perturbation Strategies and Knowledge DistillationCode1
Mixed Prototype Consistency Learning for Semi-supervised Medical Image Segmentation—0
Constructing and Exploring Intermediate Domains in Mixed Domain Semi-supervised Medical Image SegmentationCode2
An Evidential-enhanced Tri-Branch Consistency Learning Method for Semi-supervised Medical Image Segmentation—0
EPL: Evidential Prototype Learning for Semi-supervised Medical Image Segmentation—0
Uncertainty-aware Evidential Fusion-based Learning for Semi-supervised Medical Image Segmentation—0
Stitching, Fine-tuning, Re-training: A SAM-enabled Framework for Semi-supervised 3D Medical Image SegmentationCode1
Semi-supervised Medical Image Segmentation Method Based on Cross-pseudo Labeling Leveraging Strong and Weak Data Augmentation StrategiesCode1
Semi-Mamba-UNet: Pixel-Level Contrastive and Pixel-Level Cross-Supervised Visual Mamba-based UNet for Semi-Supervised Medical Image SegmentationCode4
Inconsistency Masks: Removing the Uncertainty from Input-Pseudo-Label PairsCode1
Dual-scale Enhanced and Cross-generative Consistency Learning for Semi-supervised Medical Image SegmentationCode0
Dual Structure-Aware Image Filterings for Semi-supervised Medical Image Segmentation—0
SemiSAM: Enhancing Semi-Supervised Medical Image Segmentation via SAM-Assisted Consistency RegularizationCode1
Alternate Diverse Teaching for Semi-supervised Medical Image SegmentationCode1
Semi-supervised Medical Image Segmentation via Query Distribution ConsistencyCode0
Segment Together: A Versatile Paradigm for Semi-Supervised Medical Image Segmentation—0
SSASS: Semi-Supervised Approach for Stenosis Segmentation—0
Pseudo Label-Guided Data Fusion and Output Consistency for Semi-Supervised Medical Image SegmentationCode0
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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