SOTAVerified

Brain Segmentation

( Image credit: 3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study )

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 26–50 of 146 papers

TitleStatusHype
Bayesian convolutional neural network based MRI brain extraction on nonhuman primates—0
FLAIRBrainSeg: Fine-grained brain segmentation using FLAIR MRI only—0
Automatic Intracranial Brain Segmentation from Computed Tomography Head Images—0
Brain MRI Segmentation using Template-Based Training and Visual Perception Augmentation—0
Brain segmentation based on multi-atlas guided 3D fully convolutional network ensembles—0
FastSurferVINN: Building Resolution-Independence into Deep Learning Segmentation Methods -- A Solution for HighRes Brain MRI—0
Few-shot brain segmentation from weakly labeled data with deep heteroscedastic multi-task networks—0
GAN Augmentation: Augmenting Training Data using Generative Adversarial Networks—0
Generalizability vs. Robustness: Adversarial Examples for Medical Imaging—0
Auto-context Convolutional Neural Network (Auto-Net) for Brain Extraction in Magnetic Resonance Imaging—0
Error Corrective Boosting for Learning Fully Convolutional Networks with Limited Data—0
Exploring Robustness of Cortical Morphometry in the presence of white matter lesions, using Diffusion Models for Lesion Filling—0
AssemblyNet: A Novel Deep Decision-Making Process for Whole Brain MRI Segmentation—0
Contour Dice loss for structures with Fuzzy and Complex Boundaries in Fetal MRI—0
AssemblyNet: A large ensemble of CNNs for 3D Whole Brain MRI Segmentation—0
Fast Infant MRI Skullstripping with Multiview 2D Convolutional Neural Networks—0
CUSUM Filter for Brain Segmentation on DSC Perfusion MR Head Scans with Abnormal Brain Anatomy—0
All Sizes Matter: Improving Volumetric Brain Segmentation on Small Lesions—0
A Segmentation-aware Deep Fusion Network for Compressed Sensing MRI—0
Deep learning-based brain segmentation model performance validation with clinical radiotherapy CT—0
Deep learning facilitates fully automated brain image registration of optoacoustic tomography and magnetic resonance imaging—0
Expert-Adaptive Medical Image Segmentation—0
Automatic Brain Structures Segmentation Using Deep Residual Dilated U-Net—0
DeepNAT: Deep Convolutional Neural Network for Segmenting Neuroanatomy—0
CompareNet: Anatomical Segmentation Network with Deep Non-local Label Fusion—0
Show:102550
← PrevPage 2 of 6Next →

No leaderboard results yet.