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 51–100 of 146 papers

TitleStatusHype
NeuroNet: Fast and Robust Reproduction of Multiple Brain Image Segmentation PipelinesCode0
Quantitative analysis of patch-based fully convolutional neural networks for tissue segmentation on brain magnetic resonance imagingCode0
3D Densely Convolutional Networks for Volumetric SegmentationCode0
Real-Time Automatic Fetal Brain Extraction in Fetal MRI by Deep LearningCode0
ROAM: Random Layer Mixup for Semi-Supervised Learning in Medical ImagingCode0
Segment anything model (SAM) for brain extraction in fMRI studiesCode0
Spatially Localized Atlas Network Tiles Enables 3D Whole Brain Segmentation from Limited DataCode0
Two Independent Teachers are Better Role ModelCode0
Unified 3D MRI Representations via Sequence-Invariant Contrastive LearningCode0
VoxResNet: Deep Voxelwise Residual Networks for Volumetric Brain SegmentationCode0
Exploring Robustness of Cortical Morphometry in the presence of white matter lesions, using Diffusion Models for Lesion Filling—0
Sub-cortical structure segmentation database for young population—0
Suggestive Annotation of Brain MR Images with Gradient-guided Sampling—0
Fast Infant MRI Skullstripping with Multiview 2D Convolutional Neural Networks—0
Auto-context Convolutional Neural Network (Auto-Net) for Brain Extraction in Magnetic Resonance Imaging—0
FastSurferVINN: Building Resolution-Independence into Deep Learning Segmentation Methods -- A Solution for HighRes Brain MRI—0
Synthetic magnetic resonance images for domain adaptation: Application to fetal brain tissue segmentation—0
Few-shot brain segmentation from weakly labeled data with deep heteroscedastic multi-task networks—0
FLAIRBrainSeg: Fine-grained brain segmentation using FLAIR MRI only—0
TBI-GAN: An Adversarial Learning Approach for Data Synthesis on Traumatic Brain Segmentation—0
GAN Augmentation: Augmenting Training Data using Generative Adversarial Networks—0
AssemblyNet: A Novel Deep Decision-Making Process for Whole Brain MRI Segmentation—0
Generalizability vs. Robustness: Adversarial Examples for Medical Imaging—0
Generalizing Deep Whole Brain Segmentation for Pediatric and Post-Contrast MRI with Augmented Transfer Learning—0
Medical Image Super-Resolution Using a Generative Adversarial Network—0
AssemblyNet: A large ensemble of CNNs for 3D Whole Brain MRI Segmentation—0
A Segmentation-aware Deep Fusion Network for Compressed Sensing MRI—0
Improved Stability of Whole Brain Surface Parcellation with Multi-Atlas Segmentation—0
Inherent Brain Segmentation Quality Control from Fully ConvNet Monte Carlo Sampling—0
Investigation of Energy-efficient AI Model Architectures and Compression Techniques for "Green" Fetal Brain Segmentation—0
Ischemic Stroke Lesion Segmentation Using Adversarial Learning—0
The Method of Multimodal MRI Brain Image Segmentation Based on Differential Geometric Features—0
Joint Self-Supervised Image-Volume Representation Learning with Intra-Inter Contrastive Clustering—0
The role of MRI physics in brain segmentation CNNs: achieving acquisition invariance and instructive uncertainties—0
Label-Efficient 3D Brain Segmentation via Complementary 2D Diffusion Models with Orthogonal Views—0
Large-Scale Automatic Reconstruction of Neuronal Processes from Electron Microscopy Images—0
Learning Based Segmentation of CT Brain Images: Application to Post-Operative Hydrocephalic Scans—0
Learning to segment fetal brain tissue from noisy annotations—0
Learning under Distributed Weak Supervision—0
Artificial Intelligence in Fetal Resting-State Functional MRI Brain Segmentation: A Comparative Analysis of 3D UNet, VNet, and HighRes-Net Models—0
Transfer Learning from Partial Annotations for Whole Brain Segmentation—0
Transferring Ultrahigh-Field Representations for Intensity-Guided Brain Segmentation of Low-Field Magnetic Resonance Imaging—0
Mixup-Privacy: A simple yet effective approach for privacy-preserving segmentation—0
Transfer Risk Map: Mitigating Pixel-level Negative Transfer in Medical Segmentation—0
Analysis of effectiveness of thresholding in perfusion ROI detection on T2-weighted MR images with abnormal brain anatomy—0
3D Densely Convolutional Networks for VolumetricSegmentation—0
Multi-Center Fetal Brain Tissue Annotation (FeTA) Challenge 2022 Results—0
Multi-modal segmentation of 3D brain scans using neural networks—0
Multi-Site Infant Brain Segmentation Algorithms: The iSeg-2019 Challenge—0
UM-CAM: Uncertainty-weighted Multi-resolution Class Activation Maps for Weakly-supervised Fetal Brain Segmentation—0
Show:102550
← PrevPage 2 of 3Next →

No leaderboard results yet.