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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 76–100 of 146 papers

TitleStatusHype
Efficient multi-class fetal brain segmentation in high resolution MRI reconstructions with noisy labelsCode0
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
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
A Contrast-Adaptive Method for Simultaneous Whole-Brain and Lesion Segmentation in Multiple SclerosisCode0
MixNet: Multi-modality Mix Network for Brain SegmentationCode0
ROAM: Random Layer Mixup for Semi-Supervised Learning in Medical ImagingCode0
Region of Interest Identification for Brain Tumors in Magnetic Resonance Images—0
Recalibrating 3D ConvNets with Project & ExciteCode0
End-to-end semantic segmentation of personalized deep brain structures for non-invasive brain stimulationCode0
Robust Brain Magnetic Resonance Image Segmentation for Hydrocephalus Patients: Hard and Soft Attention—0
Analysis of effectiveness of thresholding in perfusion ROI detection on T2-weighted MR images with abnormal brain anatomy—0
AssemblyNet: A large ensemble of CNNs for 3D Whole Brain MRI Segmentation—0
DARTS: DenseUnet-based Automatic Rapid Tool for brain SegmentationCode0
CompareNet: Anatomical Segmentation Network with Deep Non-local Label Fusion—0
Transfer Learning from Partial Annotations for Whole Brain Segmentation—0
Generalizing Deep Whole Brain Segmentation for Pediatric and Post-Contrast MRI with Augmented Transfer Learning—0
Automatic Intracranial Brain Segmentation from Computed Tomography Head Images—0
Association of genomic subtypes of lower-grade gliomas with shape features automatically extracted by a deep learning algorithmCode0
AssemblyNet: A Novel Deep Decision-Making Process for Whole Brain MRI Segmentation—0
BrainTorrent: A Peer-to-Peer Environment for Decentralized Federated Learning—0
A multi-objective optimization approach for brain MRI segmentation using fuzzy entropy clustering and region-based active contour methods—0
Fast Infant MRI Skullstripping with Multiview 2D Convolutional Neural Networks—0
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