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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 101–125 of 146 papers

TitleStatusHype
Numerical Uncertainty of Convolutional Neural Networks Inference for Structural Brain MRI Analysis—0
On Direct Distribution Matching for Adapting Segmentation Networks—0
Parallel Separable 3D Convolution for Video and Volumetric Data Understanding—0
A multi-objective optimization approach for brain MRI segmentation using fuzzy entropy clustering and region-based active contour methods—0
Privacy Preserving for Medical Image Analysis via Non-Linear Deformation Proxy—0
A Modality-Adaptive Method for Segmenting Brain Tumors and Organs-at-Risk in Radiation Therapy Planning—0
PSACNN: Pulse Sequence Adaptive Fast Whole Brain Segmentation—0
Pulse Sequence Resilient Fast Brain Segmentation—0
An automatic multi-tissue human fetal brain segmentation benchmark using the Fetal Tissue Annotation Dataset—0
3D Segmentation with Exponential Logarithmic Loss for Highly Unbalanced Object Sizes—0
RANCOR: Non-Linear Image Registration with Total Variation Regularization—0
VPBSD:Vessel-Pattern-Based Semi-Supervised Distillation for Efficient 3D Microscopic Cerebrovascular Segmentation—0
Recalibrating 3D ConvNets with Project & Excite—0
Region-based U-net for accelerated training and enhanced precision in deep brain segmentation—0
Region of Interest Identification for Brain Tumors in Magnetic Resonance Images—0
RegQCNET: Deep Quality Control for Image-to-template Brain MRI Affine Registration—0
All Sizes Matter: Improving Volumetric Brain Segmentation on Small Lesions—0
Reproducibility Evaluation of SLANT Whole Brain Segmentation Across Clinical Magnetic Resonance Imaging Protocols—0
Brain Tumor Segmentation using an Ensemble of 3D U-Nets and Overall Survival Prediction using Radiomic Features—0
CAS-Net: Conditional Atlas Generation and Brain Segmentation for Fetal MRI—0
BrainTorrent: A Peer-to-Peer Environment for Decentralized Federated Learning—0
Unsupervised Deep Learning for Bayesian Brain MRI Segmentation—0
Comparative Validation of AI and non-AI Methods in MRI Volumetry to Diagnose Parkinsonian Syndromes—0
CompareNet: Anatomical Segmentation Network with Deep Non-local Label Fusion—0
Robust Brain Magnetic Resonance Image Segmentation for Hydrocephalus Patients: Hard and Soft Attention—0
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