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MRI segmentation

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Showing 101–125 of 177 papers

TitleStatusHype
Multi-planar 3D knee MRI segmentation via UNet inspired architecturesCode0
Performance Evaluation of Vanilla, Residual, and Dense 2D U-Net Architectures for Skull Stripping of Augmented 3D T1-weighted MRI Head Scans—0
Domain generalization in fetal brain MRI segmentation \ multi-reconstruction augmentation—0
Fighting the scanner effect in brain MRI segmentation with a progressive level-of-detail network trained on multi-site data—0
IDEAL: Improved DEnse locAL Contrastive Learning for Semi-Supervised Medical Image SegmentationCode0
Improved post-hoc probability calibration for out-of-domain MRI segmentationCode0
Comparative Validation of AI and non-AI Methods in MRI Volumetry to Diagnose Parkinsonian Syndromes—0
Multi-Contrast MRI Segmentation Trained on Synthetic Images—0
Med-DANet: Dynamic Architecture Network for Efficient Medical Volumetric Segmentation—0
Joint Modeling of Image and Label Statistics for Enhancing Model Generalizability of Medical Image Segmentation—0
RT-DNAS: Real-time Constrained Differentiable Neural Architecture Search for 3D Cardiac Cine MRI Segmentation—0
Parotid Gland MRI Segmentation Based on Swin-Unet and Multimodal Images—0
ACT: Semi-supervised Domain-adaptive Medical Image Segmentation with Asymmetric Co-training—0
Incremental Learning Meets Transfer Learning: Application to Multi-site Prostate MRI Segmentation—0
CORPS: Cost-free Rigorous Pseudo-labeling based on Similarity-ranking for Brain MRI Segmentation—0
Scribble-Supervised Medical Image Segmentation via Dual-Branch Network and Dynamically Mixed Pseudo Labels SupervisionCode0
Tempera: Spatial Transformer Feature Pyramid Network for Cardiac MRI SegmentationCode0
A Field of Experts Prior for Adapting Neural Networks at Test TimeCode0
Variational Inference for Quantifying Inter-observer Variability in Segmentation of Anatomical Structures—0
ViTBIS: Vision Transformer for Biomedical Image Segmentation—0
FastSurferVINN: Building Resolution-Independence into Deep Learning Segmentation Methods -- A Solution for HighRes Brain MRI—0
Acquisition-invariant brain MRI segmentation with informative uncertainties—0
C-MADA: Unsupervised Cross-Modality Adversarial Domain Adaptation framework for medical Image Segmentation—0
HCDG: A Hierarchical Consistency Framework for Domain Generalization on Medical Image SegmentationCode0
A Decoupled Uncertainty Model for MRI Segmentation Quality Estimation—0
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