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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
FLAIRBrainSeg: Fine-grained brain segmentation using FLAIR MRI only—0
DARTS: DenseUnet-based Automatic Rapid Tool for brain SegmentationCode0
Two Independent Teachers are Better Role ModelCode0
An Open-Source Tool for Longitudinal Whole-Brain and White Matter Lesion SegmentationCode0
MedSegMamba: 3D CNN-Mamba Hybrid Architecture for Brain SegmentationCode0
Deep Learning Framework for Real-time Fetal Brain Segmentation in MRICode0
MixNet: Multi-modality Mix Network for Brain SegmentationCode0
Deep Neural Networks for Anatomical Brain SegmentationCode0
Comprehensive analysis of synthetic learning applied to neonatal brain MRI segmentationCode0
VoxResNet: Deep Voxelwise Residual Networks for Volumetric Brain SegmentationCode0
Model-based inexact graph matching on top of CNNs for semantic scene understandingCode0
An automatic pipeline for atlas-based fetal and neonatal brain segmentation and analysisCode0
Efficient multi-class fetal brain segmentation in high resolution MRI reconstructions with noisy labelsCode0
MRI Super-Resolution using Multi-Channel Total VariationCode0
End-to-end semantic segmentation of personalized deep brain structures for non-invasive brain stimulationCode0
3D Densely Convolutional Networks for Volumetric SegmentationCode0
A Contrast-Adaptive Method for Simultaneous Whole-Brain and Lesion Segmentation in Multiple SclerosisCode0
3D Whole Brain Segmentation using Spatially Localized Atlas Network TilesCode0
Factorisation-based Image LabellingCode0
FAST-AID Brain: Fast and Accurate Segmentation Tool using Artificial Intelligence Developed for BrainCode0
ROAM: Random Layer Mixup for Semi-Supervised Learning in Medical ImagingCode0
Comparative Study of Probabilistic Atlas and Deep Learning Approaches for Automatic Brain Tissue Segmentation from MRI Using N4 Bias Field Correction and Anisotropic Diffusion Pre-processing TechniquesCode0
NeuroNet: Fast and Robust Reproduction of Multiple Brain Image Segmentation PipelinesCode0
Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversarial LearningCode0
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