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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 51–75 of 146 papers

TitleStatusHype
FastSurferVINN: Building Resolution-Independence into Deep Learning Segmentation Methods -- A Solution for HighRes Brain MRI—0
Factorisation-based Image LabellingCode0
Synthetic magnetic resonance images for domain adaptation: Application to fetal brain tissue segmentation—0
The role of MRI physics in brain segmentation CNNs: achieving acquisition invariance and instructive uncertainties—0
Partial supervision for the FeTA challenge 2021Code1
Sub-cortical structure segmentation database for young population—0
Whole Brain Segmentation with Full Volume Neural NetworkCode1
DBSegment: Fast and robust segmentation of deep brain structures -- Evaluation of transportability across acquisition domainsCode1
Deep learning facilitates fully automated brain image registration of optoacoustic tomography and magnetic resonance imaging—0
Efficient and Generic Interactive Segmentation Framework to Correct Mispredictions during Clinical Evaluation of Medical Images—0
AGD-Autoencoder: Attention Gated Deep Convolutional Autoencoder for Brain Tumor SegmentationCode0
MONAIfbs: MONAI-based fetal brain MRI deep learning segmentationCode1
GaNDLF: A Generally Nuanced Deep Learning Framework for Scalable End-to-End Clinical Workflows in Medical ImagingCode1
CEREBRUM‐7T: Fast and Fully Volumetric Brain Segmentation of 7 Tesla MR VolumesCode1
Privacy Preserving for Medical Image Analysis via Non-Linear Deformation Proxy—0
Direct cortical thickness estimation using deep learning‐based anatomy segmentation and cortex parcellationCode1
An automatic multi-tissue human fetal brain segmentation benchmark using the Fetal Tissue Annotation Dataset—0
Efficient multi-class fetal brain segmentation in high resolution MRI reconstructions with noisy labelsCode0
Local Temperature Scaling for Probability CalibrationCode1
A Longitudinal Method for Simultaneous Whole-Brain and Lesion Segmentation in Multiple SclerosisCode0
Multi-modal segmentation of 3D brain scans using neural networks—0
Multi-Site Infant Brain Segmentation Algorithms: The iSeg-2019 Challenge—0
Uncertainty-Guided Efficient Interactive Refinement of Fetal Brain Segmentation from Stacks of MRI SlicesCode1
Bayesian convolutional neural network based MRI brain extraction on nonhuman primates—0
RegQCNET: Deep Quality Control for Image-to-template Brain MRI Affine Registration—0
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