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Cardiac Segmentation

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Showing 51–88 of 88 papers

TitleStatusHype
Crossbar-Net: A Novel Convolutional Network for Kidney Tumor Segmentation in CT Images—0
DAM-Seg: Anatomically accurate cardiac segmentation using Dense Associative Networks—0
DeepRecon: Joint 2D Cardiac Segmentation and 3D Volume Reconstruction via A Structure-Specific Generative Method—0
Discretely-constrained deep network for weakly supervised segmentation—0
Dual-Teacher: Integrating Intra-domain and Inter-domain Teachers for Annotation-efficient Cardiac Segmentation—0
Evaluation framework for algorithms segmenting short axis cardiac MRI.—0
FastVentricle: Cardiac Segmentation with ENet—0
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
Harmonized Spatial and Spectral Learning for Robust and Generalized Medical Image Segmentation—0
On the effectiveness of GAN generated cardiac MRIs for segmentation—0
Rate-My-LoRA: Efficient and Adaptive Federated Model Tuning for Cardiac MRI Segmentation—0
Recognition and standardization of cardiac MRI orientation via multi-tasking learning and deep neural networks—0
Recurrent Fully Convolutional Neural Networks for Multi-slice MRI Cardiac Segmentation—0
SDF4CHD: Generative Modeling of Cardiac Anatomies with Congenital Heart Defects—0
SFB-net for cardiac segmentation: Bridging the semantic gap with attention—0
Style-invariant Cardiac Image Segmentation with Test-time Augmentation—0
Towards Cross-modality Medical Image Segmentation with Online Mutual Knowledge Distillation—0
Towards Fully Automated Segmentation of Rat Cardiac MRI by Leveraging Deep Learning Frameworks—0
Trilateral Attention Network for Real-time Medical Image Segmentation—0
Unsupervised Cardiac Segmentation Utilizing Synthesized Images from Anatomical Labels—0
Unsupervised Domain Adaptation with Variational Approximation for Cardiac Segmentation—0
Vicinal Feature Statistics Augmentation for Federated 3D Medical Volume Segmentation—0
Disentangle, align and fuse for multimodal and semi-supervised image segmentationCode0
An Automatic Cardiac Segmentation Framework based on Multi-sequence MR ImageCode0
L-CO-Net: Learned Condensation-Optimization Network for Clinical Parameter Estimation from Cardiac Cine MRICode0
Direct Cardiac Segmentation from Undersampled K-space Using TransformersCode0
PnP-AdaNet: Plug-and-Play Adversarial Domain Adaptation Network with a Benchmark at Cross-modality Cardiac SegmentationCode0
3D Consistent & Robust Segmentation of Cardiac Images by Deep Learning with Spatial PropagationCode0
Deep Separable Spatiotemporal Learning for Fast Dynamic Cardiac MRICode0
A Fully Convolutional Neural Network for Cardiac Segmentation in Short-Axis MRICode0
RotCAtt-TransUNet++: Novel Deep Neural Network for Sophisticated Cardiac SegmentationCode0
AC-Norm: Effective Tuning for Medical Image Analysis via Affine Collaborative NormalizationCode0
Joint Learning of Motion Estimation and Segmentation for Cardiac MR Image SequencesCode0
GLoG-CSUnet: Enhancing Vision Transformers with Adaptable Radiomic Features for Medical Image SegmentationCode0
Explainable cardiac pathology classification on cine MRI with motion characterization by semi-supervised learning of apparent flowCode0
Continual Active Learning Using Pseudo-Domains for Limited Labelling Resources and Changing Acquisition CharacteristicsCode0
Efficient Model Monitoring for Quality Control in Cardiac Image SegmentationCode0
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