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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 51–75 of 146 papers

TitleStatusHype
NeuroNet: Fast and Robust Reproduction of Multiple Brain Image Segmentation PipelinesCode0
Quantitative analysis of patch-based fully convolutional neural networks for tissue segmentation on brain magnetic resonance imagingCode0
3D Densely Convolutional Networks for Volumetric SegmentationCode0
Real-Time Automatic Fetal Brain Extraction in Fetal MRI by Deep LearningCode0
ROAM: Random Layer Mixup for Semi-Supervised Learning in Medical ImagingCode0
Segment anything model (SAM) for brain extraction in fMRI studiesCode0
Spatially Localized Atlas Network Tiles Enables 3D Whole Brain Segmentation from Limited DataCode0
Two Independent Teachers are Better Role ModelCode0
Unified 3D MRI Representations via Sequence-Invariant Contrastive LearningCode0
VoxResNet: Deep Voxelwise Residual Networks for Volumetric Brain SegmentationCode0
Exploring Robustness of Cortical Morphometry in the presence of white matter lesions, using Diffusion Models for Lesion Filling—0
Sub-cortical structure segmentation database for young population—0
Suggestive Annotation of Brain MR Images with Gradient-guided Sampling—0
Fast Infant MRI Skullstripping with Multiview 2D Convolutional Neural Networks—0
Auto-context Convolutional Neural Network (Auto-Net) for Brain Extraction in Magnetic Resonance Imaging—0
FastSurferVINN: Building Resolution-Independence into Deep Learning Segmentation Methods -- A Solution for HighRes Brain MRI—0
Synthetic magnetic resonance images for domain adaptation: Application to fetal brain tissue segmentation—0
Few-shot brain segmentation from weakly labeled data with deep heteroscedastic multi-task networks—0
FLAIRBrainSeg: Fine-grained brain segmentation using FLAIR MRI only—0
TBI-GAN: An Adversarial Learning Approach for Data Synthesis on Traumatic Brain Segmentation—0
GAN Augmentation: Augmenting Training Data using Generative Adversarial Networks—0
AssemblyNet: A Novel Deep Decision-Making Process for Whole Brain MRI Segmentation—0
Generalizability vs. Robustness: Adversarial Examples for Medical Imaging—0
Generalizing Deep Whole Brain Segmentation for Pediatric and Post-Contrast MRI with Augmented Transfer Learning—0
Medical Image Super-Resolution Using a Generative Adversarial Network—0
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