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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
Unsupervised Deep Learning for Bayesian Brain MRI Segmentation—0
3DQ: Compact Quantized Neural Networks for Volumetric Whole Brain Segmentation—0
On Direct Distribution Matching for Adapting Segmentation Networks—0
Few-shot brain segmentation from weakly labeled data with deep heteroscedastic multi-task 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
Brain Tumor Segmentation using an Ensemble of 3D U-Nets and Overall Survival Prediction using Radiomic Features—0
Knowing what you know in brain segmentation using Bayesian deep neural networksCode0
Bayesian QuickNAT: Model Uncertainty in Deep Whole-Brain Segmentation for Structure-wise Quality ControlCode0
Automatic Brain Structures Segmentation Using Deep Residual Dilated U-Net—0
The Method of Multimodal MRI Brain Image Segmentation Based on Differential Geometric Features—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 Sizes—0
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
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