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MRI segmentation

Papers

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Showing 151–177 of 177 papers

TitleStatusHype
Improved post-hoc probability calibration for out-of-domain MRI segmentationCode0
REHRSeg: Unleashing the Power of Self-Supervised Super-Resolution for Resource-Efficient 3D MRI SegmentationCode0
Dynamic Data Augmentation via MCTS for Prostate MRI SegmentationCode0
IDEAL: Improved DEnse locAL Contrastive Learning for Semi-Supervised Medical Image SegmentationCode0
Deep CNN ensembles and suggestive annotations for infant brain MRI segmentationCode0
Leveraging CORAL-Correlation Consistency Network for Semi-Supervised Left Atrium MRI SegmentationCode0
Acute and sub-acute stroke lesion segmentation from multimodal MRICode0
3D Densely Convolutional Networks for VolumetricSegmentationCode0
ASC: Appearance and Structure Consistency for Unsupervised Domain Adaptation in Fetal Brain MRI SegmentationCode0
Task-oriented Uncertainty Collaborative Learning for Label-Efficient Brain Tumor SegmentationCode0
Tempera: Spatial Transformer Feature Pyramid Network for Cardiac MRI SegmentationCode0
3D Densely Convolutional Networks for Volumetric SegmentationCode0
Hypergraph Tversky-Aware Domain Incremental Learning for Brain Tumor Segmentation with Missing ModalitiesCode0
Scribble-Supervised Medical Image Segmentation via Dual-Branch Network and Dynamically Mixed Pseudo Labels SupervisionCode0
MSCDA: Multi-level Semantic-guided Contrast Improves Unsupervised Domain Adaptation for Breast MRI Segmentation in Small DatasetsCode0
Data-Agnostic Augmentations for Unknown Variations: Out-of-Distribution Generalisation in MRI SegmentationCode0
Multi-planar 3D knee MRI segmentation via UNet inspired architecturesCode0
VINNA for Neonates -- Orientation Independence through Latent AugmentationsCode0
Hierarchical 3D Feature Learning for Pancreas SegmentationCode0
VerSe: Integrating Multiple Queries as Prompts for Versatile Cardiac MRI SegmentationCode0
Continuous Spatio-Temporal Memory Networks for 4D Cardiac Cine MRI SegmentationCode0
HCDG: A Hierarchical Consistency Framework for Domain Generalization on Medical Image SegmentationCode0
A Probabilistic Hadamard U-Net for MRI Bias Field CorrectionCode0
Distributionally Robust Deep Learning using Hardness Weighted SamplingCode0
Comprehensive analysis of synthetic learning applied to neonatal brain MRI segmentationCode0
Unsupervised Deep Learning for Bayesian Brain MRI SegmentationCode0
A fuzzy rank-based ensemble of CNN models for MRI segmentationCode0
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