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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
Bayesian convolutional neural network based MRI brain extraction on nonhuman primates—0
A multi-objective optimization approach for brain MRI segmentation using fuzzy entropy clustering and region-based active contour methods—0
FastSurferVINN: Building Resolution-Independence into Deep Learning Segmentation Methods -- A Solution for HighRes Brain MRI—0
Brain MRI Segmentation using Template-Based Training and Visual Perception Augmentation—0
Brain segmentation based on multi-atlas guided 3D fully convolutional network ensembles—0
Automatic Intracranial Brain Segmentation from Computed Tomography Head Images—0
Expert-Adaptive Medical Image Segmentation—0
Fast Infant MRI Skullstripping with Multiview 2D Convolutional Neural Networks—0
Few-shot brain segmentation from weakly labeled data with deep heteroscedastic multi-task networks—0
GAN Augmentation: Augmenting Training Data using Generative Adversarial Networks—0
Auto-context Convolutional Neural Network (Auto-Net) for Brain Extraction in Magnetic Resonance Imaging—0
All Sizes Matter: Improving Volumetric Brain Segmentation on Small Lesions—0
3D Segmentation with Exponential Logarithmic Loss for Highly Unbalanced Object Sizes—0
CUSUM Filter for Brain Segmentation on DSC Perfusion MR Head Scans with Abnormal Brain Anatomy—0
AssemblyNet: A Novel Deep Decision-Making Process for Whole Brain MRI Segmentation—0
Contour Dice loss for structures with Fuzzy and Complex Boundaries in Fetal MRI—0
AssemblyNet: A large ensemble of CNNs for 3D Whole Brain MRI Segmentation—0
Error Corrective Boosting for Learning Fully Convolutional Networks with Limited Data—0
A Segmentation-aware Deep Fusion Network for Compressed Sensing MRI—0
Deep learning-based brain segmentation model performance validation with clinical radiotherapy CT—0
Deep learning facilitates fully automated brain image registration of optoacoustic tomography and magnetic resonance imaging—0
CompareNet: Anatomical Segmentation Network with Deep Non-local Label Fusion—0
Automatic Brain Structures Segmentation Using Deep Residual Dilated U-Net—0
DeepNAT: Deep Convolutional Neural Network for Segmenting Neuroanatomy—0
Distributed Weight Consolidation: A Brain Segmentation Case Study—0
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