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MRI segmentation

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Showing 1–50 of 177 papers

TitleStatusHype
Weighted Mean Frequencies: a handcraft Fourier feature for 4D Flow MRI segmentation—0
SAMba-UNet: Synergizing SAM2 and Mamba in UNet with Heterogeneous Aggregation for Cardiac MRI Segmentation—0
Hypergraph Tversky-Aware Domain Incremental Learning for Brain Tumor Segmentation with Missing ModalitiesCode0
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
Rate-My-LoRA: Efficient and Adaptive Federated Model Tuning for Cardiac MRI Segmentation—0
A fuzzy rank-based ensemble of CNN models for MRI segmentationCode0
VerSe: Integrating Multiple Queries as Prompts for Versatile Cardiac MRI SegmentationCode0
QCResUNet: Joint Subject-level and Voxel-level Segmentation Quality PredictionCode0
MRGen: Diffusion-based Controllable Data Engine for MRI Segmentation towards Unannotated ModalitiesCode1
Machine-agnostic Automated Lumbar MRI Segmentation using a Cascaded Model Based on Generative Neurons—0
Continuous Spatio-Temporal Memory Networks for 4D Cardiac Cine MRI SegmentationCode0
Towards Population Scale Testis Volume Segmentation in DIXON MRI—0
Revisiting MAE pre-training for 3D medical image segmentation—0
Adaptive Aggregation Weights for Federated Segmentation of Pancreas MRI—0
Leveraging CORAL-Correlation Consistency Network for Semi-Supervised Left Atrium MRI SegmentationCode0
Segmentation of Pediatric Brain Tumors using a Radiologically informed, Deep Learning Cascade—0
REHRSeg: Unleashing the Power of Self-Supervised Super-Resolution for Resource-Efficient 3D MRI SegmentationCode0
An Improved Approach for Cardiac MRI Segmentation based on 3D UNet Combined with Papillary Muscle Exclusion—0
Lost in Tracking: Uncertainty-guided Cardiac Cine MRI Segmentation at Right Ventricle Base—0
Enhanced MRI brain tumor detection and classification via topological data analysis and low-rank tensor decompositionCode1
Semi-Supervised Bone Marrow Lesion Detection from Knee MRI Segmentation Using Mask Inpainting Models—0
Pioneering Precision in Lumbar Spine MRI Segmentation with Advanced Deep Learning and Data Enhancement—0
Distribution-Aware Replay for Continual MRI Segmentation—0
Dense Self-Supervised Learning for Medical Image Segmentation—0
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
Exploiting Scale-Variant Attention for Segmenting Small Medical ObjectsCode2
An Uncertainty-guided Tiered Self-training Framework for Active Source-free Domain Adaptation in Prostate SegmentationCode1
TotalVibeSegmentator: Full Body MRI Segmentation for the NAKO and UK BiobankCode2
TotalSegmentator MRI: Robust Sequence-independent Segmentation of Multiple Anatomic Structures in MRICode7
The 2024 Brain Tumor Segmentation (BraTS) Challenge: Glioma Segmentation on Post-treatment MRI—0
UU-Mamba: Uncertainty-aware U-Mamba for Cardiac Image SegmentationCode1
Reliable Source Approximation: Source-Free Unsupervised Domain Adaptation for Vestibular Schwannoma MRI SegmentationCode1
Enhancing Generalized Fetal Brain MRI Segmentation using A Cascade Network with Depth-wise Separable Convolution and Attention Mechanism—0
Large-Scale Multi-Center CT and MRI Segmentation of Pancreas with Deep LearningCode2
Improve Cross-Modality Segmentation by Treating T1-Weighted MRI Images as Inverted CT Scans—0
A Flexible 2.5D Medical Image Segmentation Approach with In-Slice and Cross-Slice AttentionCode1
How Much Data are Enough? Investigating Dataset Requirements for Patch-Based Brain MRI Segmentation Tasks—0
A Probabilistic Hadamard U-Net for MRI Bias Field CorrectionCode0
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