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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
Model-based inexact graph matching on top of CNNs for semantic scene understandingCode0
MRI Super-Resolution using Multi-Channel Total VariationCode0
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
Recalibrating 3D ConvNets with Project & ExciteCode0
ROAM: Random Layer Mixup for Semi-Supervised Learning in Medical ImagingCode0
Robust machine learning segmentation for large-scale analysis of heterogeneous clinical brain MRI datasetsCode0
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
Unsupervised Deep Learning for Bayesian Brain MRI SegmentationCode0
VoxResNet: Deep Voxelwise Residual Networks for Volumetric Brain SegmentationCode0
FastSurferVINN: Building Resolution-Independence into Deep Learning Segmentation Methods -- A Solution for HighRes Brain MRI—0
An automatic multi-tissue human fetal brain segmentation benchmark using the Fetal Tissue Annotation Dataset—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
Sub-cortical structure segmentation database for young population—0
GAN Augmentation: Augmenting Training Data using Generative Adversarial Networks—0
Automatic Brain Structures Segmentation Using Deep Residual Dilated U-Net—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
Suggestive Annotation of Brain MR Images with Gradient-guided Sampling—0
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