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Cardiac Segmentation

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Showing 1–50 of 88 papers

TitleStatusHype
Mamba-UNet: UNet-Like Pure Visual Mamba for Medical Image SegmentationCode4
Semi-Mamba-UNet: Pixel-Level Contrastive and Pixel-Level Cross-Supervised Visual Mamba-based UNet for Semi-Supervised Medical Image SegmentationCode4
Weak-Mamba-UNet: Visual Mamba Makes CNN and ViT Work Better for Scribble-based Medical Image SegmentationCode4
TransUNet: Transformers Make Strong Encoders for Medical Image SegmentationCode2
Cardiac Segmentation with Strong Anatomical GuaranteesCode1
Unsupervised Domain Adaptation for Cardiac Segmentation: Towards Structure Mutual Information MaximizationCode1
Test-Time Adaptation with Shape Moments for Image SegmentationCode1
Self-Supervision with Superpixels: Training Few-shot Medical Image Segmentation without AnnotationCode1
Self-Supervised Pretraining for 2D Medical Image SegmentationCode1
Learning Directional Feature Maps for Cardiac MRI SegmentationCode1
LUCF-Net: Lightweight U-shaped Cascade Fusion Network for Medical Image SegmentationCode1
Swin-Unet: Unet-like Pure Transformer for Medical Image SegmentationCode1
Margin Preserving Self-paced Contrastive Learning Towards Domain Adaptation for Medical Image SegmentationCode1
Disentangled Representations for Domain-generalized Cardiac SegmentationCode1
Dual-Teacher++: Exploiting Intra-domain and Inter-domain Knowledge with Reliable Transfer for Cardiac SegmentationCode1
MISSFormer: An Effective Medical Image Segmentation TransformerCode1
Echo from noise: synthetic ultrasound image generation using diffusion models for real image segmentationCode1
Source-Free Domain Adaptation for Image SegmentationCode1
Enhancing MR Image Segmentation with Realistic Adversarial Data AugmentationCode1
NISF: Neural Implicit Segmentation FunctionsCode1
ShapePU: A New PU Learning Framework Regularized by Global Consistency for Scribble Supervised Cardiac SegmentationCode1
Towards Robust Cardiac Segmentation using Graph Convolutional NetworksCode1
CAMS: Convolution and Attention-Free Mamba-based Cardiac Image SegmentationCode1
Cardiac MRI Segmentation with Strong Anatomical GuaranteesCode1
Anomaly Detection-Inspired Few-Shot Medical Image Segmentation Through Self-Supervision With SupervoxelsCode1
Harmonized Spatial and Spectral Learning for Robust and Generalized Medical Image Segmentation—0
How good nnU-Net for Segmenting Cardiac MRI: A Comprehensive Evaluation—0
Innovative Integration of 4D Cardiovascular Reconstruction and Hologram: A New Visualization Tool for Coronary Artery Bypass Grafting Planning—0
Joint Motion Correction and Super Resolution for Cardiac Segmentation via Latent Optimisation—0
LU-Net: a multi-task network to improve the robustness of segmentation of left ventriclular structures by deep learning in 2D echocardiography—0
Meta-hallucinator: Towards Few-Shot Cross-Modality Cardiac Image Segmentation—0
Mind The Gap: Alleviating Local Imbalance for Unsupervised Cross-Modality Medical Image Segmentation—0
ModelMix: A New Model-Mixup Strategy to Minimize Vicinal Risk across Tasks for Few-scribble based Cardiac Segmentation—0
Multi-Atlas Segmentation using Partially Annotated Data: Methods and Annotation Strategies—0
Multi-Task Generative Adversarial Network for Handling Imbalanced Clinical Data—0
Neural Architecture Search with an Efficient Multiobjective Evolutionary Framework—0
On the effectiveness of GAN generated cardiac MRIs for segmentation—0
TAI-GAN: A Temporally and Anatomically Informed Generative Adversarial Network for early-to-late frame conversion in dynamic cardiac PET inter-frame motion correction—0
3D High-Resolution Cardiac Segmentation Reconstruction from 2D Views using Conditional Variational Autoencoders—0
An Iterative Multi‐path Fully Convolutional Neural Network for Automatic Cardiac Segmentation in Cine MR Images—0
Automatic Segmentation of Left Ventricle in Cardiac Magnetic Resonance Images—0
BayeSeg: Bayesian Modeling for Medical Image Segmentation with Interpretable Generalizability—0
Cardiac MR Image Segmentation Techniques: an overview—0
CardiacNET: Segmentation of Left Atrium and Proximal Pulmonary Veins from MRI Using Multi-View CNN—0
Cardiac Segmentation from LGE MRI Using Deep Neural Network Incorporating Shape and Spatial Priors—0
Cardiac Segmentation of LGE MRI with Noisy Labels—0
Cardiac Segmentation on CT Images through Shape-Aware Contour Attentions—0
Cardiac Segmentation on Late Gadolinium Enhancement MRI: A Benchmark Study from Multi-Sequence Cardiac MR Segmentation Challenge—0
Cardiac Segmentation using Transfer Learning under Respiratory Motion Artifacts—0
CaRe-CNN: Cascading Refinement CNN for Myocardial Infarct Segmentation with Microvascular Obstructions—0
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