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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 101–146 of 146 papers

TitleStatusHype
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
Improved Stability of Whole Brain Surface Parcellation with Multi-Atlas Segmentation—0
Inherent Brain Segmentation Quality Control from Fully ConvNet Monte Carlo Sampling—0
Investigation of Energy-efficient AI Model Architectures and Compression Techniques for "Green" Fetal Brain Segmentation—0
Ischemic Stroke Lesion Segmentation Using Adversarial Learning—0
Joint Self-Supervised Image-Volume Representation Learning with Intra-Inter Contrastive Clustering—0
Deep Neural Networks for Anatomical Brain SegmentationCode0
Deep Learning Framework for Real-time Fetal Brain Segmentation in MRICode0
Bayesian QuickNAT: Model Uncertainty in Deep Whole-Brain Segmentation for Structure-wise Quality ControlCode0
MedSegMamba: 3D CNN-Mamba Hybrid Architecture for Brain SegmentationCode0
MixNet: Multi-modality Mix Network for Brain SegmentationCode0
Efficient multi-class fetal brain segmentation in high resolution MRI reconstructions with noisy labelsCode0
A Contrast-Adaptive Method for Simultaneous Whole-Brain and Lesion Segmentation in Multiple SclerosisCode0
End-to-end semantic segmentation of personalized deep brain structures for non-invasive brain stimulationCode0
DARTS: DenseUnet-based Automatic Rapid Tool for brain SegmentationCode0
Model-based inexact graph matching on top of CNNs for semantic scene understandingCode0
Association of genomic subtypes of lower-grade gliomas with shape features automatically extracted by a deep learning algorithmCode0
Factorisation-based Image LabellingCode0
FAST-AID Brain: Fast and Accurate Segmentation Tool using Artificial Intelligence Developed for BrainCode0
MRI Super-Resolution using Multi-Channel Total VariationCode0
Comprehensive analysis of synthetic learning applied to neonatal brain MRI segmentationCode0
Spatially Localized Atlas Network Tiles Enables 3D Whole Brain Segmentation from Limited DataCode0
Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversarial LearningCode0
Unified 3D MRI Representations via Sequence-Invariant Contrastive LearningCode0
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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