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Brain Segmentation

( Image credit: 3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study )

Papers

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Showing 26–50 of 146 papers

TitleStatusHype
Full-Head Segmentation of MRI with Abnormal Brain Anatomy: Model and Data ReleaseCode0
Unified 3D MRI Representations via Sequence-Invariant Contrastive LearningCode0
VPBSD:Vessel-Pattern-Based Semi-Supervised Distillation for Efficient 3D Microscopic Cerebrovascular Segmentation—0
SegQC: a segmentation network-based framework for multi-metric segmentation quality control and segmentation error detection in volumetric medical images—0
Comparative Study of Probabilistic Atlas and Deep Learning Approaches for Automatic Brain Tissue Segmentation from MRI Using N4 Bias Field Correction and Anisotropic Diffusion Pre-processing TechniquesCode0
Bilateral Hippocampi Segmentation in Low Field MRIs Using Mutual Feature Learning via Dual-ViewsCode0
MedSegMamba: 3D CNN-Mamba Hybrid Architecture for Brain SegmentationCode0
Label-Efficient 3D Brain Segmentation via Complementary 2D Diffusion Models with Orthogonal Views—0
Deep learning-based brain segmentation model performance validation with clinical radiotherapy CT—0
Investigation of Energy-efficient AI Model Architectures and Compression Techniques for "Green" Fetal Brain Segmentation—0
Region-based U-net for accelerated training and enhanced precision in deep brain segmentation—0
Transferring Ultrahigh-Field Representations for Intensity-Guided Brain Segmentation of Low-Field Magnetic Resonance Imaging—0
Expert-Adaptive Medical Image Segmentation—0
Multi-Center Fetal Brain Tissue Annotation (FeTA) Challenge 2022 Results—0
Segment anything model (SAM) for brain extraction in fMRI studiesCode0
Artificial Intelligence in Fetal Resting-State Functional MRI Brain Segmentation: A Comparative Analysis of 3D UNet, VNet, and HighRes-Net Models—0
All Sizes Matter: Improving Volumetric Brain Segmentation on Small Lesions—0
Comprehensive analysis of synthetic learning applied to neonatal brain MRI segmentationCode0
Brain MRI Segmentation using Template-Based Training and Visual Perception Augmentation—0
Numerical Uncertainty of Convolutional Neural Networks Inference for Structural Brain MRI Analysis—0
Direct segmentation of brain white matter tracts in diffusion MRI—0
UM-CAM: Uncertainty-weighted Multi-resolution Class Activation Maps for Weakly-supervised Fetal Brain Segmentation—0
Two Independent Teachers are Better Role ModelCode0
Mixup-Privacy: A simple yet effective approach for privacy-preserving segmentation—0
Model-based inexact graph matching on top of CNNs for semantic scene understandingCode0
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