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MRI segmentation

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Showing 51–100 of 177 papers

TitleStatusHype
Improved post-hoc probability calibration for out-of-domain MRI segmentationCode0
Deep CNN ensembles and suggestive annotations for infant brain MRI segmentationCode0
Improving Robustness of Deep Learning Based Knee MRI Segmentation: Mixup and Adversarial Domain AdaptationCode0
3D Densely Convolutional Networks for VolumetricSegmentationCode0
Scribble-Supervised Medical Image Segmentation via Dual-Branch Network and Dynamically Mixed Pseudo Labels SupervisionCode0
Distributionally Robust Deep Learning using Hardness Weighted SamplingCode0
Isointense Infant Brain Segmentation with a Hyper-dense Connected Convolutional Neural NetworkCode0
Acute and sub-acute stroke lesion segmentation from multimodal MRICode0
Task-oriented Uncertainty Collaborative Learning for Label-Efficient Brain Tumor SegmentationCode0
Tempera: Spatial Transformer Feature Pyramid Network for Cardiac MRI SegmentationCode0
Dynamic Data Augmentation via MCTS for Prostate MRI SegmentationCode0
Unsupervised Deep Learning for Bayesian Brain MRI SegmentationCode0
A Probabilistic Hadamard U-Net for MRI Bias Field CorrectionCode0
VerSe: Integrating Multiple Queries as Prompts for Versatile Cardiac MRI SegmentationCode0
VINNA for Neonates -- Orientation Independence through Latent AugmentationsCode0
Leveraging CORAL-Correlation Consistency Network for Semi-Supervised Left Atrium MRI SegmentationCode0
ASC: Appearance and Structure Consistency for Unsupervised Domain Adaptation in Fetal Brain MRI SegmentationCode0
A Field of Experts Prior for Adapting Neural Networks at Test TimeCode0
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
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
The 2024 Brain Tumor Segmentation (BraTS) Challenge: Glioma Segmentation on Post-treatment MRI—0
The ASNR-MICCAI Brain Tumor Segmentation (BraTS) Challenge 2023: Intracranial Meningioma—0
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