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MRI segmentation

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Showing 101–150 of 177 papers

TitleStatusHype
DLTTA: Dynamic Learning Rate for Test-time Adaptation on Cross-domain Medical ImagesCode1
CORPS: Cost-free Rigorous Pseudo-labeling based on Similarity-ranking for Brain MRI Segmentation—0
A Dempster-Shafer approach to trustworthy AI with application to fetal brain MRI segmentationCode1
Scribble-Supervised Medical Image Segmentation via Dual-Branch Network and Dynamically Mixed Pseudo Labels SupervisionCode0
Tempera: Spatial Transformer Feature Pyramid Network for Cardiac MRI SegmentationCode0
A Field of Experts Prior for Adapting Neural Networks at Test TimeCode0
Variational Inference for Quantifying Inter-observer Variability in Segmentation of Anatomical Structures—0
ViTBIS: Vision Transformer for Biomedical Image Segmentation—0
FastSurferVINN: Building Resolution-Independence into Deep Learning Segmentation Methods -- A Solution for HighRes Brain MRI—0
Causality-inspired Single-source Domain Generalization for Medical Image SegmentationCode1
Acquisition-invariant brain MRI segmentation with informative uncertainties—0
C-MADA: Unsupervised Cross-Modality Adversarial Domain Adaptation framework for medical Image Segmentation—0
OSS-Net: Memory Efficient High Resolution Semantic Segmentation of 3D Medical DataCode1
Self-Supervised Generative Style Transfer for One-Shot Medical Image SegmentationCode1
HCDG: A Hierarchical Consistency Framework for Domain Generalization on Medical Image SegmentationCode0
A Decoupled Uncertainty Model for MRI Segmentation Quality Estimation—0
Hierarchical 3D Feature Learning for Pancreas SegmentationCode0
Segmentation of Shoulder Muscle MRI Using a New Region and Edge based Deep Auto-Encoder—0
3D AGSE-VNet: An Automatic Brain Tumor MRI Data Segmentation Framework—0
Deep Learning Based Cardiac MRI Segmentation: Do We Need Experts?—0
VTBIS: Vision Transformer for Biomedical Image Segmentation—0
Anatomy of Domain Shift Impact on U-Net Layers in MRI SegmentationCode1
Label-set Loss Functions for Partial Supervision: Application to Fetal Brain 3D MRI ParcellationCode1
DFENet: A Novel Dimension Fusion Edge Guided Network for Brain MRI Segmentation—0
Interpretability of a Deep Learning Model in the Application of Cardiac MRI Segmentation with an ACDC Challenge Dataset—0
Leveraging 3D Information in Unsupervised Brain MRI Segmentation—0
Estimating Uncertainty in Neural Networks for Cardiac MRI Segmentation: A Benchmark Study—0
SoftSeg: Advantages of soft versus binary training for image segmentation—0
Towards Cardiac Intervention Assistance: Hardware-aware Neural Architecture Exploration for Real-Time 3D Cardiac Cine MRI Segmentation—0
Learning Directional Feature Maps for Cardiac MRI SegmentationCode1
ICA-UNet: ICA Inspired Statistical UNet for Real-time 3D Cardiac Cine MRI Segmentation—0
PSIGAN: Joint probabilistic segmentation and image distribution matching for unpaired cross-modality adaptation based MRI segmentationCode1
Shape-aware Meta-learning for Generalizing Prostate MRI Segmentation to Unseen DomainsCode1
Deep Generative Model-based Quality Control for Cardiac MRI Segmentation—0
A deep learning-based pipeline for error detection and quality control of brain MRI segmentation results—0
The International Workshop on Osteoarthritis Imaging Knee MRI Segmentation Challenge: A Multi-Institute Evaluation and Analysis Framework on a Standardized DatasetCode1
A Learning Strategy for Contrast-agnostic MRI SegmentationCode1
SAU-Net: Efficient 3D Spine MRI Segmentation Using Inter-Slice Attention—0
Distributionally Robust Deep Learning using Hardness Weighted SamplingCode0
Infant brain MRI segmentation with dilated convolution pyramid downsampling and self-attention—0
Transfer Learning with Edge Attention for Prostate MRI Segmentation—0
AssemblyNet: A large ensemble of CNNs for 3D Whole Brain MRI Segmentation—0
Scanner Invariant Multiple Sclerosis Lesion Segmentation from MRI—0
3D Deep Affine-Invariant Shape Learning for Brain MR Image Segmentation—0
Combining Multi-Sequence and Synthetic Images for Improved Segmentation of Late Gadolinium Enhancement Cardiac MRI—0
Skip-connected 3D DenseNet for volumetric infant brain MRI segmentation—0
Automatic Rodent Brain MRI Lesion Segmentation with Fully Convolutional Networks—0
Automated Multi-sequence Cardiac MRI Segmentation Using Supervised Domain Adaptation—0
Improving Robustness of Deep Learning Based Knee MRI Segmentation: Mixup and Adversarial Domain AdaptationCode0
Improving Brain Magnetic Resonance Image MRI Segmentation via a Novel Algorithm based on Genetic and Regional Growth—0
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