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MRI segmentation

Papers

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Showing 1–50 of 177 papers

TitleStatusHype
TotalSegmentator MRI: Robust Sequence-independent Segmentation of Multiple Anatomic Structures in MRICode7
Exploiting Scale-Variant Attention for Segmenting Small Medical ObjectsCode2
SegmentAnyBone: A Universal Model that Segments Any Bone at Any Location on MRICode2
Large-Scale Multi-Center CT and MRI Segmentation of Pancreas with Deep LearningCode2
TotalVibeSegmentator: Full Body MRI Segmentation for the NAKO and UK BiobankCode2
A Learning Strategy for Contrast-agnostic MRI SegmentationCode1
An Uncertainty-guided Tiered Self-training Framework for Active Source-free Domain Adaptation in Prostate SegmentationCode1
Reliable brain morphometry from contrast‐enhanced T1w‐MRI in patients with multiple sclerosisCode1
Shape-aware Meta-learning for Generalizing Prostate MRI Segmentation to Unseen DomainsCode1
PSIGAN: Joint probabilistic segmentation and image distribution matching for unpaired cross-modality adaptation based MRI segmentationCode1
UPL-SFDA: Uncertainty-aware Pseudo Label Guided Source-Free Domain Adaptation for Medical Image SegmentationCode1
A Dempster-Shafer approach to trustworthy AI with application to fetal brain MRI segmentationCode1
Decoupling Predictions in Distributed Learning for Multi-Center Left Atrial MRI SegmentationCode1
Cardiac MRI Segmentation with Strong Anatomical GuaranteesCode1
Learning Directional Feature Maps for Cardiac MRI SegmentationCode1
NestedFormer: Nested Modality-Aware Transformer for Brain Tumor SegmentationCode1
Harmonizing Flows: Leveraging normalizing flows for unsupervised and source-free MRI harmonizationCode1
MRGen: Diffusion-based Controllable Data Engine for MRI Segmentation towards Unannotated ModalitiesCode1
Causality-inspired Single-source Domain Generalization for Medical Image SegmentationCode1
Reliable Source Approximation: Source-Free Unsupervised Domain Adaptation for Vestibular Schwannoma MRI SegmentationCode1
Anatomy of Domain Shift Impact on U-Net Layers in MRI SegmentationCode1
The International Workshop on Osteoarthritis Imaging Knee MRI Segmentation Challenge: A Multi-Institute Evaluation and Analysis Framework on a Standardized DatasetCode1
Enhanced Masked Image Modeling to Avoid Model Collapse on Multi-modal MRI DatasetsCode1
Harmonizing Flows: Unsupervised MR harmonization based on normalizing flowsCode1
OSS-Net: Memory Efficient High Resolution Semantic Segmentation of 3D Medical DataCode1
Self-Supervised Generative Style Transfer for One-Shot Medical Image SegmentationCode1
A 3D generative model of pathological multi-modal MR images and segmentationsCode1
Anatomical Priors in Convolutional Networks for Unsupervised Biomedical SegmentationCode1
Attentive Symmetric Autoencoder for Brain MRI SegmentationCode1
UU-Mamba: Uncertainty-aware U-Mamba for Cardiac Image SegmentationCode1
DLTTA: Dynamic Learning Rate for Test-time Adaptation on Cross-domain Medical ImagesCode1
Enhanced MRI brain tumor detection and classification via topological data analysis and low-rank tensor decompositionCode1
A Flexible 2.5D Medical Image Segmentation Approach with In-Slice and Cross-Slice AttentionCode1
Gradient-Map-Guided Adaptive Domain Generalization for Cross Modality MRI SegmentationCode1
Label-set Loss Functions for Partial Supervision: Application to Fetal Brain 3D MRI ParcellationCode1
Automated Multi-sequence Cardiac MRI Segmentation Using Supervised Domain Adaptation—0
Adversarial training and dilated convolutions for brain MRI segmentation—0
AssemblyNet: A Novel Deep Decision-Making Process for Whole Brain MRI Segmentation—0
AssemblyNet: A large ensemble of CNNs for 3D Whole Brain MRI Segmentation—0
Advances in Automated Fetal Brain MRI Segmentation and Biometry: Insights from the FeTA 2024 Challenge—0
3D AGSE-VNet: An Automatic Brain Tumor MRI Data Segmentation Framework—0
Deep Learning Based Cardiac MRI Segmentation: Do We Need Experts?—0
A probabilistic atlas of the human thalamic nuclei combining ex vivo MRI and histology—0
A deep learning-based pipeline for error detection and quality control of brain MRI segmentation results—0
Deep Learning-Based Approach for Automatic 2D and 3D MRI Segmentation of Gliomas—0
Expert-Adaptive Medical Image Segmentation—0
Dense Self-Supervised Learning for Medical Image Segmentation—0
Confidence Intervals for Performance Estimates in Brain MRI Segmentation—0
CORPS: Cost-free Rigorous Pseudo-labeling based on Similarity-ranking for Brain MRI Segmentation—0
Computer-Aided Knee Joint Magnetic Resonance Image Segmentation - A Survey—0
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