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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
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
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
Joint Self-Supervised Image-Volume Representation Learning with Intra-Inter Contrastive Clustering—0
Deep Neural Networks for Anatomical Brain SegmentationCode0
Deep Learning Framework for Real-time Fetal Brain Segmentation in MRICode0
Bayesian QuickNAT: Model Uncertainty in Deep Whole-Brain Segmentation for Structure-wise Quality ControlCode0
MedSegMamba: 3D CNN-Mamba Hybrid Architecture for Brain SegmentationCode0
MixNet: Multi-modality Mix Network for Brain SegmentationCode0
Efficient multi-class fetal brain segmentation in high resolution MRI reconstructions with noisy labelsCode0
A Contrast-Adaptive Method for Simultaneous Whole-Brain and Lesion Segmentation in Multiple SclerosisCode0
End-to-end semantic segmentation of personalized deep brain structures for non-invasive brain stimulationCode0
DARTS: DenseUnet-based Automatic Rapid Tool for brain SegmentationCode0
Model-based inexact graph matching on top of CNNs for semantic scene understandingCode0
Association of genomic subtypes of lower-grade gliomas with shape features automatically extracted by a deep learning algorithmCode0
Factorisation-based Image LabellingCode0
FAST-AID Brain: Fast and Accurate Segmentation Tool using Artificial Intelligence Developed for BrainCode0
MRI Super-Resolution using Multi-Channel Total VariationCode0
Comprehensive analysis of synthetic learning applied to neonatal brain MRI segmentationCode0
Spatially Localized Atlas Network Tiles Enables 3D Whole Brain Segmentation from Limited DataCode0
Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversarial LearningCode0
Unified 3D MRI Representations via Sequence-Invariant Contrastive LearningCode0
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