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MRI segmentation

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Showing 51–100 of 177 papers

TitleStatusHype
REHRSeg: Unleashing the Power of Self-Supervised Super-Resolution for Resource-Efficient 3D MRI SegmentationCode0
Leveraging CORAL-Correlation Consistency Network for Semi-Supervised Left Atrium MRI SegmentationCode0
VINNA for Neonates -- Orientation Independence through Latent AugmentationsCode0
Deep CNN ensembles and suggestive annotations for infant brain MRI segmentationCode0
Improved post-hoc probability calibration for out-of-domain MRI segmentationCode0
HCDG: A Hierarchical Consistency Framework for Domain Generalization on Medical Image SegmentationCode0
Improving Robustness of Deep Learning Based Knee MRI Segmentation: Mixup and Adversarial Domain AdaptationCode0
A fuzzy rank-based ensemble of CNN models for MRI segmentationCode0
Full-Head Segmentation of MRI with Abnormal Brain Anatomy: Model and Data ReleaseCode0
3D Densely Convolutional Networks for Volumetric SegmentationCode0
Hierarchical 3D Feature Learning for Pancreas SegmentationCode0
Multi-planar 3D knee MRI segmentation via UNet inspired architecturesCode0
MSCDA: Multi-level Semantic-guided Contrast Improves Unsupervised Domain Adaptation for Breast MRI Segmentation in Small DatasetsCode0
A Field of Experts Prior for Adapting Neural Networks at Test TimeCode0
Comprehensive analysis of synthetic learning applied to neonatal brain MRI segmentationCode0
Learning Robust Medical Image Segmentation from Multi-source Annotations—0
Learning-Based Cost Functions for 3D and 4D Multi-Surface Multi-Object Segmentation of Knee MRI: Data from the Osteoarthritis Initiative—0
Leveraging 3D Information in Unsupervised Brain MRI Segmentation—0
Leveraging multi-view data without annotations for prostate MRI segmentation: A contrastive approach—0
Lost in Tracking: Uncertainty-guided Cardiac Cine MRI Segmentation at Right Ventricle Base—0
Machine-agnostic Automated Lumbar MRI Segmentation using a Cascaded Model Based on Generative Neurons—0
Transfer Learning with Edge Attention for Prostate MRI Segmentation—0
Med-DANet V2: A Flexible Dynamic Architecture for Efficient Medical Volumetric Segmentation—0
MRAnnotator: multi-Anatomy and many-Sequence MRI segmentation of 44 structures—0
MRI Cross-Modality NeuroImage-to-NeuroImage Translation—0
Multi-Contrast MRI Segmentation Trained on Synthetic Images—0
Multi-stream 3D FCN with Multi-scale Deep Supervision for Multi-modality Isointense Infant Brain MR Image Segmentation—0
ν-net: Deep Learning for Generalized Biventricular Cardiac Mass and Function Parameters—0
No More Sliding Window: Efficient 3D Medical Image Segmentation with Differentiable Top-k Patch Sampling—0
Parotid Gland MRI Segmentation Based on Swin-Unet and Multimodal Images—0
Pathological MRI Segmentation by Synthetic Pathological Data Generation in Fetuses and Neonates—0
Pelvic floor MRI segmentation based on semi-supervised deep learning—0
Performance Evaluation of Vanilla, Residual, and Dense 2D U-Net Architectures for Skull Stripping of Augmented 3D T1-weighted MRI Head Scans—0
Pioneering Precision in Lumbar Spine MRI Segmentation with Advanced Deep Learning and Data Enhancement—0
Rate-My-LoRA: Efficient and Adaptive Federated Model Tuning for Cardiac MRI Segmentation—0
Revisiting MAE pre-training for 3D medical image segmentation—0
RT-DNAS: Real-time Constrained Differentiable Neural Architecture Search for 3D Cardiac Cine MRI Segmentation—0
SAMba-UNet: Synergizing SAM2 and Mamba in UNet with Heterogeneous Aggregation for Cardiac MRI Segmentation—0
SAMRI-2: A Memory-based Model for Cartilage and Meniscus Segmentation in 3D MRIs of the Knee Joint—0
SAU-Net: Efficient 3D Spine MRI Segmentation Using Inter-Slice Attention—0
Scanner Invariant Multiple Sclerosis Lesion Segmentation from MRI—0
Scribble-Supervised Medical Image Segmentation via Dual-Branch Network and Dynamically Mixed Pseudo Labels Supervision—0
Segmentation of Pediatric Brain Tumors using a Radiologically informed, Deep Learning Cascade—0
Segmentation of Shoulder Muscle MRI Using a New Region and Edge based Deep Auto-Encoder—0
Semi-Supervised Bone Marrow Lesion Detection from Knee MRI Segmentation Using Mask Inpainting Models—0
Skip-connected 3D DenseNet for volumetric infant brain MRI segmentation—0
SoftSeg: Advantages of soft versus binary training for image segmentation—0
Sparse annotation strategies for segmentation of short axis cardiac MRI—0
SuperMask: Generating High-resolution object masks from multi-view, unaligned low-resolution MRIs—0
Testing the Segment Anything Model on radiology data—0
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