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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 26–50 of 146 papers

TitleStatusHype
3D Whole Brain Segmentation using Spatially Localized Atlas Network TilesCode0
Bilateral Hippocampi Segmentation in Low Field MRIs Using Mutual Feature Learning via Dual-ViewsCode0
MRI Super-Resolution using Multi-Channel Total VariationCode0
Model-based inexact graph matching on top of CNNs for semantic scene understandingCode0
A Longitudinal Method for Simultaneous Whole-Brain and Lesion Segmentation in Multiple SclerosisCode0
MedSegMamba: 3D CNN-Mamba Hybrid Architecture for Brain SegmentationCode0
NeuroNet: Fast and Robust Reproduction of Multiple Brain Image Segmentation PipelinesCode0
Real-Time Automatic Fetal Brain Extraction in Fetal MRI by Deep LearningCode0
GOUHFI: a novel contrast- and resolution-agnostic segmentation tool for Ultra-High Field MRICode0
Association of genomic subtypes of lower-grade gliomas with shape features automatically extracted by a deep learning algorithmCode0
Isointense Infant Brain Segmentation with a Hyper-dense Connected Convolutional Neural NetworkCode0
Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversarial LearningCode0
Full-Head Segmentation of MRI with Abnormal Brain Anatomy: Model and Data ReleaseCode0
Knowing what you know in brain segmentation using Bayesian deep neural networksCode0
Comprehensive analysis of synthetic learning applied to neonatal brain MRI segmentationCode0
3D Densely Convolutional Networks for Volumetric SegmentationCode0
AGD-Autoencoder: Attention Gated Deep Convolutional Autoencoder for Brain Tumor SegmentationCode0
DARTS: DenseUnet-based Automatic Rapid Tool for brain SegmentationCode0
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
End-to-end semantic segmentation of personalized deep brain structures for non-invasive brain stimulationCode0
Factorisation-based Image LabellingCode0
An Open-Source Tool for Longitudinal Whole-Brain and White Matter Lesion SegmentationCode0
Deep Learning Framework for Real-time Fetal Brain Segmentation in MRICode0
MixNet: Multi-modality Mix Network for Brain SegmentationCode0
A Contrast-Adaptive Method for Simultaneous Whole-Brain and Lesion Segmentation in Multiple SclerosisCode0
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