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MRI segmentation

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Showing 101–150 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
Hierarchical 3D Feature Learning for Pancreas SegmentationCode0
Segmentation of Shoulder Muscle MRI Using a New Region and Edge based Deep Auto-Encoder—0
3D AGSE-VNet: An Automatic Brain Tumor MRI Data Segmentation Framework—0
Deep Learning Based Cardiac MRI Segmentation: Do We Need Experts?—0
VTBIS: Vision Transformer for Biomedical Image Segmentation—0
DFENet: A Novel Dimension Fusion Edge Guided Network for Brain MRI Segmentation—0
Interpretability of a Deep Learning Model in the Application of Cardiac MRI Segmentation with an ACDC Challenge Dataset—0
Leveraging 3D Information in Unsupervised Brain MRI Segmentation—0
Estimating Uncertainty in Neural Networks for Cardiac MRI Segmentation: A Benchmark Study—0
SoftSeg: Advantages of soft versus binary training for image segmentation—0
Towards Cardiac Intervention Assistance: Hardware-aware Neural Architecture Exploration for Real-Time 3D Cardiac Cine MRI Segmentation—0
ICA-UNet: ICA Inspired Statistical UNet for Real-time 3D Cardiac Cine MRI Segmentation—0
Deep Generative Model-based Quality Control for Cardiac MRI Segmentation—0
A deep learning-based pipeline for error detection and quality control of brain MRI segmentation results—0
SAU-Net: Efficient 3D Spine MRI Segmentation Using Inter-Slice Attention—0
Distributionally Robust Deep Learning using Hardness Weighted SamplingCode0
Infant brain MRI segmentation with dilated convolution pyramid downsampling and self-attention—0
Transfer Learning with Edge Attention for Prostate MRI Segmentation—0
AssemblyNet: A large ensemble of CNNs for 3D Whole Brain MRI Segmentation—0
Scanner Invariant Multiple Sclerosis Lesion Segmentation from MRI—0
3D Deep Affine-Invariant Shape Learning for Brain MR Image Segmentation—0
Combining Multi-Sequence and Synthetic Images for Improved Segmentation of Late Gadolinium Enhancement Cardiac MRI—0
Skip-connected 3D DenseNet for volumetric infant brain MRI segmentation—0
Automatic Rodent Brain MRI Lesion Segmentation with Fully Convolutional Networks—0
Automated Multi-sequence Cardiac MRI Segmentation Using Supervised Domain Adaptation—0
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