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Cardiac Segmentation

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Showing 51–88 of 88 papers

TitleStatusHype
Recognition and standardization of cardiac MRI orientation via multi-tasking learning and deep neural networks—0
Neural Architecture Search with an Efficient Multiobjective Evolutionary Framework—0
Towards Cross-modality Medical Image Segmentation with Online Mutual Knowledge Distillation—0
Style-invariant Cardiac Image Segmentation with Test-time Augmentation—0
Disentangled Representations for Domain-generalized Cardiac SegmentationCode1
Learning Directional Feature Maps for Cardiac MRI SegmentationCode1
Self-Supervision with Superpixels: Training Few-shot Medical Image Segmentation without AnnotationCode1
Dual-Teacher: Integrating Intra-domain and Inter-domain Teachers for Annotation-efficient Cardiac Segmentation—0
Cardiac Segmentation on Late Gadolinium Enhancement MRI: A Benchmark Study from Multi-Sequence Cardiac MR Segmentation Challenge—0
Cardiac Segmentation with Strong Anatomical GuaranteesCode1
On the effectiveness of GAN generated cardiac MRIs for segmentation—0
L-CO-Net: Learned Condensation-Optimization Network for Clinical Parameter Estimation from Cardiac Cine MRICode0
CondenseUNet: A Memory-Efficient Condensely-Connected Architecture for Bi-ventricular Blood Pool and Myocardium Segmentation—0
LU-Net: a multi-task network to improve the robustness of segmentation of left ventriclular structures by deep learning in 2D echocardiography—0
Disentangle, align and fuse for multimodal and semi-supervised image segmentationCode0
An Iterative Multi‐path Fully Convolutional Neural Network for Automatic Cardiac Segmentation in Cine MR Images—0
Cardiac Segmentation of LGE MRI with Noisy Labels—0
An Automatic Cardiac Segmentation Framework based on Multi-sequence MR ImageCode0
Combining Multi-Sequence and Synthetic Images for Improved Segmentation of Late Gadolinium Enhancement Cardiac MRI—0
Discretely-constrained deep network for weakly supervised segmentation—0
Cardiac MRI Segmentation with Strong Anatomical GuaranteesCode1
Cardiac Segmentation from LGE MRI Using Deep Neural Network Incorporating Shape and Spatial Priors—0
3D High-Resolution Cardiac Segmentation Reconstruction from 2D Views using Conditional Variational Autoencoders—0
PnP-AdaNet: Plug-and-Play Adversarial Domain Adaptation Network with a Benchmark at Cross-modality Cardiac SegmentationCode0
Multi-Task Generative Adversarial Network for Handling Imbalanced Clinical Data—0
Explainable cardiac pathology classification on cine MRI with motion characterization by semi-supervised learning of apparent flowCode0
Joint Learning of Motion Estimation and Segmentation for Cardiac MR Image SequencesCode0
Crossbar-Net: A Novel Convolutional Network for Kidney Tumor Segmentation in CT Images—0
3D Consistent & Robust Segmentation of Cardiac Images by Deep Learning with Spatial PropagationCode0
Fully Convolutional Multi-scale Residual DenseNets for Cardiac Segmentation and Automated Cardiac Diagnosis using Ensemble of Classifiers—0
GridNet with automatic shape prior registration for automatic MRI cardiac segmentation—0
CardiacNET: Segmentation of Left Atrium and Proximal Pulmonary Veins from MRI Using Multi-View CNN—0
FastVentricle: Cardiac Segmentation with ENet—0
Recurrent Fully Convolutional Neural Networks for Multi-slice MRI Cardiac Segmentation—0
Multi-Atlas Segmentation using Partially Annotated Data: Methods and Annotation Strategies—0
A Fully Convolutional Neural Network for Cardiac Segmentation in Short-Axis MRICode0
Cardiac MR Image Segmentation Techniques: an overview—0
Evaluation framework for algorithms segmenting short axis cardiac MRI.—0
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