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MRI segmentation

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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
TotalVibeSegmentator: Full Body MRI Segmentation for the NAKO and UK BiobankCode2
Large-Scale Multi-Center CT and MRI Segmentation of Pancreas with Deep LearningCode2
SegmentAnyBone: A Universal Model that Segments Any Bone at Any Location on MRICode2
MRGen: Diffusion-based Controllable Data Engine for MRI Segmentation towards Unannotated ModalitiesCode1
Enhanced MRI brain tumor detection and classification via topological data analysis and low-rank tensor decompositionCode1
Harmonizing Flows: Leveraging normalizing flows for unsupervised and source-free MRI harmonizationCode1
Enhanced Masked Image Modeling to Avoid Model Collapse on Multi-modal MRI DatasetsCode1
An Uncertainty-guided Tiered Self-training Framework for Active Source-free Domain Adaptation in Prostate SegmentationCode1
UU-Mamba: Uncertainty-aware U-Mamba for Cardiac Image SegmentationCode1
Reliable Source Approximation: Source-Free Unsupervised Domain Adaptation for Vestibular Schwannoma MRI SegmentationCode1
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
A 3D generative model of pathological multi-modal MR images and segmentationsCode1
UPL-SFDA: Uncertainty-aware Pseudo Label Guided Source-Free Domain Adaptation for Medical Image SegmentationCode1
Harmonizing Flows: Unsupervised MR harmonization based on normalizing flowsCode1
Reliable brain morphometry from contrast‐enhanced T1w‐MRI in patients with multiple sclerosisCode1
Attentive Symmetric Autoencoder for Brain MRI SegmentationCode1
NestedFormer: Nested Modality-Aware Transformer for Brain Tumor SegmentationCode1
Decoupling Predictions in Distributed Learning for Multi-Center Left Atrial MRI SegmentationCode1
DLTTA: Dynamic Learning Rate for Test-time Adaptation on Cross-domain Medical ImagesCode1
A Dempster-Shafer approach to trustworthy AI with application to fetal brain MRI segmentationCode1
Causality-inspired Single-source Domain Generalization for Medical Image SegmentationCode1
OSS-Net: Memory Efficient High Resolution Semantic Segmentation of 3D Medical DataCode1
Self-Supervised Generative Style Transfer for One-Shot Medical Image SegmentationCode1
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
Learning Directional Feature Maps for Cardiac MRI SegmentationCode1
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
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
Cardiac MRI Segmentation with Strong Anatomical GuaranteesCode1
Anatomical Priors in Convolutional Networks for Unsupervised Biomedical SegmentationCode1
Weighted Mean Frequencies: a handcraft Fourier feature for 4D Flow MRI segmentation—0
Hypergraph Tversky-Aware Domain Incremental Learning for Brain Tumor Segmentation with Missing ModalitiesCode0
SAMba-UNet: Synergizing SAM2 and Mamba in UNet with Heterogeneous Aggregation for Cardiac MRI Segmentation—0
Data-Agnostic Augmentations for Unknown Variations: Out-of-Distribution Generalisation in MRI SegmentationCode0
Advances in Automated Fetal Brain MRI Segmentation and Biometry: Insights from the FeTA 2024 Challenge—0
Putting the Segment Anything Model to the Test with 3D Knee MRI - A Comparison with State-of-the-Art PerformanceCode0
Towards contrast- and pathology-agnostic clinical fetal brain MRI segmentation using SynthSeg—0
Here Comes the Explanation: A Shapley Perspective on Multi-contrast Medical Image Segmentation—0
Dynamically evolving segment anything model with continuous learning for medical image segmentation—0
Task-oriented Uncertainty Collaborative Learning for Label-Efficient Brain Tumor SegmentationCode0
Deep Learning-Based Approach for Automatic 2D and 3D MRI Segmentation of Gliomas—0
SAMRI-2: A Memory-based Model for Cartilage and Meniscus Segmentation in 3D MRIs of the Knee Joint—0
Pathological MRI Segmentation by Synthetic Pathological Data Generation in Fetuses and Neonates—0
Full-Head Segmentation of MRI with Abnormal Brain Anatomy: Model and Data ReleaseCode0
No More Sliding Window: Efficient 3D Medical Image Segmentation with Differentiable Top-k Patch Sampling—0
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