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Skull Stripping

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Showing 1–39 of 39 papers

TitleStatusHype
BrainLesion Suite: A Flexible and User-Friendly Framework for Modular Brain Lesion Image AnalysisCode1
MindGrab for BrainChop: Fast and Accurate Skull Stripping for Command Line and Browser—0
How We Won the ISLES'24 Challenge by PreprocessingCode0
Skull stripping with purely synthetic dataCode0
DISARM++: Beyond scanner-free harmonizationCode0
PhaseGen: A Diffusion-Based Approach for Complex-Valued MRI Data GenerationCode1
Pfungst and Clever Hans: Identifying the unintended cues in a widely used Alzheimer's disease MRI dataset using explainable deep learningCode0
Unsupervised Skull Segmentation via Contrastive MR-to-CT Modality Translation—0
Domain Influence in MRI Medical Image Segmentation: spatial versus k-space inputsCode0
Boosting Skull-Stripping Performance for Pediatric Brain Images—0
Longitudinal Volumetric Study for the Progression of Alzheimer's Disease from Structural MRI—0
Brain MRI Segmentation using Template-Based Training and Visual Perception Augmentation—0
Neural Pre-Processing: A Learning Framework for End-to-end Brain MRI Pre-processingCode1
Attention-based convolutional neural network for perfusion T2-weighted MR images preprocessing—0
Towards fully automated deep-learning-based brain tumor segmentation: is brain extraction still necessary?Code0
Performance Evaluation of Vanilla, Residual, and Dense 2D U-Net Architectures for Skull Stripping of Augmented 3D T1-weighted MRI Head Scans—0
Wide Range MRI Artifact Removal with Transformers—0
Detection and Classification of Brain tumors Using Deep Convolutional Neural Networks—0
k-strip: A novel segmentation algorithm in k-space for the application of skull strippingCode0
Negligible effect of brain MRI data preprocessing for tumor segmentationCode0
SynthStrip: Skull-Stripping for Any Brain Image—0
Plug-and-play Shape Refinement Framework for Multi-site and Lifespan Brain Skull Stripping—0
Correlation between image quality metrics of magnetic resonance images and the neural network segmentation accuracy—0
Disease-oriented image embedding with pseudo-scanner standardization for content-based image retrieval on 3D brain MRI—0
Automatic cerebral hemisphere segmentation in rat MRI with lesions via attention-based convolutional neural networksCode0
Brain Surface Reconstruction from MRI Images Based on Segmentation Networks Applying Signed Distance Maps—0
Joint super-resolution and synthesis of 1 mm isotropic MP-RAGE volumes from clinical MRI exams with scans of different orientation, resolution and contrastCode1
A survey of loss functions for semantic segmentationCode1
Robust Automatic Whole Brain Extraction on Magnetic Resonance Imaging of Brain Tumor Patients using Dense-Vnet—0
Bayesian convolutional neural network based MRI brain extraction on nonhuman primates—0
ACEnet: Anatomical Context-Encoding Network for Neuroanatomy SegmentationCode1
Context-endcoding for neural network based skull stripping in magnetic resonance imaging—0
FRNET: Flattened Residual Network for Infant MRI Skull Stripping—0
Training of a Skull-Stripping Neural Network with efficient data augmentationCode0
Convolutional Neural Networks for Skull-stripping in Brain MR Imaging using Consensus-based Silver standard MasksCode0
CompNet: Complementary Segmentation Network for Brain MRI ExtractionCode1
ASMCNN: An Efficient Brain Extraction Using Active Shape Model and Convolutional Neural Networks—0
Alzheimer's Disease Diagnostics by Adaptation of 3D Convolutional NetworkCode0
Alzheimer's Disease Diagnostics by a Deeply Supervised Adaptable 3D Convolutional NetworkCode0
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