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Cardiac Segmentation

Papers

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Showing 26–50 of 88 papers

TitleStatusHype
Innovative Integration of 4D Cardiovascular Reconstruction and Hologram: A New Visualization Tool for Coronary Artery Bypass Grafting Planning—0
DAM-Seg: Anatomically accurate cardiac segmentation using Dense Associative Networks—0
GLoG-CSUnet: Enhancing Vision Transformers with Adaptable Radiomic Features for Medical Image SegmentationCode0
Rate-My-LoRA: Efficient and Adaptive Federated Model Tuning for Cardiac MRI Segmentation—0
SFB-net for cardiac segmentation: Bridging the semantic gap with attention—0
RotCAtt-TransUNet++: Novel Deep Neural Network for Sophisticated Cardiac SegmentationCode0
How good nnU-Net for Segmenting Cardiac MRI: A Comprehensive Evaluation—0
ModelMix: A New Model-Mixup Strategy to Minimize Vicinal Risk across Tasks for Few-scribble based Cardiac Segmentation—0
Direct Cardiac Segmentation from Undersampled K-space Using TransformersCode0
Deep Separable Spatiotemporal Learning for Fast Dynamic Cardiac MRICode0
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
Harmonized Spatial and Spectral Learning for Robust and Generalized Medical Image Segmentation—0
CaRe-CNN: Cascading Refinement CNN for Myocardial Infarct Segmentation with Microvascular Obstructions—0
SDF4CHD: Generative Modeling of Cardiac Anatomies with Congenital Heart Defects—0
Vicinal Feature Statistics Augmentation for Federated 3D Medical Volume Segmentation—0
AC-Norm: Effective Tuning for Medical Image Analysis via Affine Collaborative NormalizationCode0
Meta-hallucinator: Towards Few-Shot Cross-Modality Cardiac Image Segmentation—0
BayeSeg: Bayesian Modeling for Medical Image Segmentation with Interpretable Generalizability—0
Unsupervised Cardiac Segmentation Utilizing Synthesized Images from Anatomical Labels—0
Cardiac Segmentation using Transfer Learning under Respiratory Motion Artifacts—0
DeepRecon: Joint 2D Cardiac Segmentation and 3D Volume Reconstruction via A Structure-Specific Generative Method—0
Mind The Gap: Alleviating Local Imbalance for Unsupervised Cross-Modality Medical Image Segmentation—0
Automatic Segmentation of Left Ventricle in Cardiac Magnetic Resonance Images—0
Continual Active Learning Using Pseudo-Domains for Limited Labelling Resources and Changing Acquisition CharacteristicsCode0
Towards Fully Automated Segmentation of Rat Cardiac MRI by Leveraging Deep Learning Frameworks—0
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