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Semi-supervised Medical Image Segmentation

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Showing 101–144 of 144 papers

TitleStatusHype
RCPS: Rectified Contrastive Pseudo Supervision for Semi-Supervised Medical Image SegmentationCode1
Co-training with High-Confidence Pseudo Labels for Semi-supervised Medical Image SegmentationCode1
CauSSL: Causality-inspired Semi-supervised Learning for Medical Image SegmentationCode1
Pseudo-Label Guided Contrastive Learning for Semi-Supervised Medical Image SegmentationCode1
MCF: Mutual Correction Framework for Semi-Supervised Medical Image SegmentationCode1
MagicNet: Semi-Supervised Multi-Organ Segmentation via Magic-Cube Partition and RecoveryCode1
Analysing the effectiveness of a generative model for semi-supervised medical image segmentation—0
IDEAL: Improved DEnse locAL Contrastive Learning for Semi-Supervised Medical Image SegmentationCode0
Mine yOur owN Anatomy: Revisiting Medical Image Segmentation with Extremely Limited LabelsCode0
Addressing Class Imbalance in Semi-supervised Image Segmentation: A Study on Cardiac MRI—0
Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic SegmentationCode2
When CNN Meet with ViT: Towards Semi-Supervised Learning for Multi-Class Medical Image Semantic SegmentationCode1
Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi-Supervised SegmentationCode1
Rethinking Bayesian Deep Learning Methods for Semi-Supervised Volumetric Medical Image SegmentationCode1
Bootstrapping Semi-supervised Medical Image Segmentation with Anatomical-aware Contrastive DistillationCode1
Mutual- and Self- Prototype Alignment for Semi-supervised Medical Image Segmentation—0
Translation Consistent Semi-supervised Segmentation for 3D Medical ImagesCode1
Exploring Smoothness and Class-Separation for Semi-supervised Medical Image SegmentationCode1
Semi-supervised Medical Image Segmentation via Geometry-aware Consistency Training—0
Cross-level Contrastive Learning and Consistency Constraint for Semi-supervised Medical Image SegmentationCode1
An Embarrassingly Simple Consistency Regularization Method for Semi-Supervised Medical Image SegmentationCode1
Local contrastive loss with pseudo-label based self-training for semi-supervised medical image segmentation—0
Semi-Supervised Medical Image Segmentation via Cross Teaching between CNN and TransformerCode0
Uncertainty-Guided Mutual Consistency Learning for Semi-Supervised Medical Image Segmentation—0
Uncertainty-Aware Deep Co-training for Semi-supervised Medical Image Segmentation—0
Exploring Feature Representation Learning for Semi-supervised Medical Image SegmentationCode0
MisMatch: Calibrated Segmentation via Consistency on Differential Morphological Feature Perturbations with Limited LabelsCode1
Inconsistency-aware Uncertainty Estimation for Semi-supervised Medical Image SegmentationCode1
All-Around Real Label Supervision: Cyclic Prototype Consistency Learning for Semi-supervised Medical Image SegmentationCode0
Mutual Consistency Learning for Semi-supervised Medical Image SegmentationCode1
Duo-SegNet: Adversarial Dual-Views for Semi-Supervised Medical Image SegmentationCode1
SimCVD: Simple Contrastive Voxel-Wise Representation Distillation for Semi-Supervised Medical Image Segmentation—0
Self-Paced Contrastive Learning for Semi-supervised Medical Image Segmentation with Meta-labelsCode1
Self-Ensembling Contrastive Learning for Semi-Supervised Medical Image Segmentation—0
Dual-Task Mutual Learning for Semi-Supervised Medical Image SegmentationCode1
Graph-BAS3Net: Boundary-Aware Semi-Supervised Segmentation Network With Bilateral Graph Convolution—0
A Teacher-Student Framework for Semi-supervised Medical Image Segmentation From Mixed SupervisionCode1
Semi-supervised Medical Image Segmentation through Dual-task ConsistencyCode0
Self-Loop Uncertainty: A Novel Pseudo-Label for Semi-Supervised Medical Image Segmentation—0
Uncertainty-aware multi-view co-training for semi-supervised medical image segmentation and domain adaptation—0
ATSO: Asynchronous Teacher-Student Optimization for Semi-Supervised Medical Image Segmentation—0
A generic ensemble based deep convolutional neural network for semi-supervised medical image segmentationCode0
Semi-Supervised Medical Image Segmentation via Learning Consistency under Transformations—0
Transformation Consistent Self-ensembling Model for Semi-supervised Medical Image Segmentation—0
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