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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 101–125 of 146 papers

TitleStatusHype
Few-shot brain segmentation from weakly labeled data with deep heteroscedastic multi-task networks—0
On Direct Distribution Matching for Adapting Segmentation Networks—0
3D Whole Brain Segmentation using Spatially Localized Atlas Network TilesCode0
CUSUM Filter for Brain Segmentation on DSC Perfusion MR Head Scans with Abnormal Brain Anatomy—0
Medical Image Super-Resolution Using a Generative Adversarial Network—0
PSACNN: Pulse Sequence Adaptive Fast Whole Brain Segmentation—0
Reproducibility Evaluation of SLANT Whole Brain Segmentation Across Clinical Magnetic Resonance Imaging Protocols—0
Brain segmentation based on multi-atlas guided 3D fully convolutional network ensembles—0
Brain Segmentation from k-space with End-to-end Recurrent Attention Network—0
Knowing what you know in brain segmentation using Bayesian deep neural networksCode0
Brain Tumor Segmentation using an Ensemble of 3D U-Nets and Overall Survival Prediction using Radiomic Features—0
Bayesian QuickNAT: Model Uncertainty in Deep Whole-Brain Segmentation for Structure-wise Quality ControlCode0
The Method of Multimodal MRI Brain Image Segmentation Based on Differential Geometric Features—0
Automatic Brain Structures Segmentation Using Deep Residual Dilated U-Net—0
Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversarial LearningCode0
GAN Augmentation: Augmenting Training Data using Generative Adversarial Networks—0
MRI Super-Resolution using Multi-Channel Total VariationCode0
Parallel Separable 3D Convolution for Video and Volumetric Data Understanding—0
3D Segmentation with Exponential Logarithmic Loss for Highly Unbalanced Object SizesCode0
Pulse Sequence Resilient Fast Brain Segmentation—0
A Modality-Adaptive Method for Segmenting Brain Tumors and Organs-at-Risk in Radiation Therapy Planning—0
NeuroNet: Fast and Robust Reproduction of Multiple Brain Image Segmentation PipelinesCode0
Spatially Localized Atlas Network Tiles Enables 3D Whole Brain Segmentation from Limited DataCode0
Distributed Weight Consolidation: A Brain Segmentation Case Study—0
Inherent Brain Segmentation Quality Control from Fully ConvNet Monte Carlo Sampling—0
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