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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 126–146 of 146 papers

TitleStatusHype
VoxResNet: Deep Voxelwise Residual Networks for Volumetric Brain SegmentationCode0
Full-Head Segmentation of MRI with Abnormal Brain Anatomy: Model and Data ReleaseCode0
NeuroNet: Fast and Robust Reproduction of Multiple Brain Image Segmentation PipelinesCode0
3D Densely Convolutional Networks for Volumetric SegmentationCode0
A Longitudinal Method for Simultaneous Whole-Brain and Lesion Segmentation in Multiple SclerosisCode0
3D Whole Brain Segmentation using Spatially Localized Atlas Network TilesCode0
GOUHFI: a novel contrast- and resolution-agnostic segmentation tool for Ultra-High Field MRICode0
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
Bilateral Hippocampi Segmentation in Low Field MRIs Using Mutual Feature Learning via Dual-ViewsCode0
ROAM: Random Layer Mixup for Semi-Supervised Learning in Medical ImagingCode0
An Open-Source Tool for Longitudinal Whole-Brain and White Matter Lesion SegmentationCode0
Two Independent Teachers are Better Role ModelCode0
An automatic pipeline for atlas-based fetal and neonatal brain segmentation and analysisCode0
Isointense Infant Brain Segmentation with a Hyper-dense Connected Convolutional Neural NetworkCode0
3D fully convolutional networks for subcortical segmentation in MRI: A large-scale studyCode0
Knowing what you know in brain segmentation using Bayesian deep neural networksCode0
Segment anything model (SAM) for brain extraction in fMRI studiesCode0
Quantitative analysis of patch-based fully convolutional neural networks for tissue segmentation on brain magnetic resonance imagingCode0
QuickNAT: A Fully Convolutional Network for Quick and Accurate Segmentation of NeuroanatomyCode0
AGD-Autoencoder: Attention Gated Deep Convolutional Autoencoder for Brain Tumor SegmentationCode0
Real-Time Automatic Fetal Brain Extraction in Fetal MRI by Deep LearningCode0
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