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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
3D Segmentation with Exponential Logarithmic Loss for Highly Unbalanced Object SizesCode0
Robust machine learning segmentation for large-scale analysis of heterogeneous clinical brain MRI datasetsCode0
Full-Head Segmentation of MRI with Abnormal Brain Anatomy: Model and Data ReleaseCode0
Segment anything model (SAM) for brain extraction in fMRI studiesCode0
Bilateral Hippocampi Segmentation in Low Field MRIs Using Mutual Feature Learning via Dual-ViewsCode0
A Longitudinal Method for Simultaneous Whole-Brain and Lesion Segmentation in Multiple SclerosisCode0
Unified 3D MRI Representations via Sequence-Invariant Contrastive LearningCode0
GOUHFI: a novel contrast- and resolution-agnostic segmentation tool for Ultra-High Field MRICode0
Bayesian QuickNAT: Model Uncertainty in Deep Whole-Brain Segmentation for Structure-wise Quality ControlCode0
Association of genomic subtypes of lower-grade gliomas with shape features automatically extracted by a deep learning algorithmCode0
AGD-Autoencoder: Attention Gated Deep Convolutional Autoencoder for Brain Tumor SegmentationCode0
Unsupervised Deep Learning for Bayesian Brain MRI SegmentationCode0
Spatially Localized Atlas Network Tiles Enables 3D Whole Brain Segmentation from Limited DataCode0
Quantitative analysis of patch-based fully convolutional neural networks for tissue segmentation on brain magnetic resonance imagingCode0
Isointense Infant Brain Segmentation with a Hyper-dense Connected Convolutional Neural NetworkCode0
QuickNAT: A Fully Convolutional Network for Quick and Accurate Segmentation of NeuroanatomyCode0
Knowing what you know in brain segmentation using Bayesian deep neural networksCode0
3D fully convolutional networks for subcortical segmentation in MRI: A large-scale studyCode0
Real-Time Automatic Fetal Brain Extraction in Fetal MRI by Deep LearningCode0
Recalibrating 3D ConvNets with Project & ExciteCode0
3D Densely Convolutional Networks for VolumetricSegmentationCode0
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