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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 51–100 of 146 papers

TitleStatusHype
Joint Self-Supervised Image-Volume Representation Learning with Intra-Inter Contrastive Clustering—0
Semi-supervised Learning with Robust Loss in Brain Segmentation—0
Contour Dice loss for structures with Fuzzy and Complex Boundaries in Fetal MRI—0
Robust machine learning segmentation for large-scale analysis of heterogeneous clinical brain MRI datasetsCode0
FAST-AID Brain: Fast and Accurate Segmentation Tool using Artificial Intelligence Developed for BrainCode0
TBI-GAN: An Adversarial Learning Approach for Data Synthesis on Traumatic Brain Segmentation—0
Comparative Validation of AI and non-AI Methods in MRI Volumetry to Diagnose Parkinsonian Syndromes—0
An Open-Source Tool for Longitudinal Whole-Brain and White Matter Lesion SegmentationCode0
Suggestive Annotation of Brain MR Images with Gradient-guided Sampling—0
CAS-Net: Conditional Atlas Generation and Brain Segmentation for Fetal MRI—0
An automatic pipeline for atlas-based fetal and neonatal brain segmentation and analysisCode0
Deep Learning Framework for Real-time Fetal Brain Segmentation in MRICode0
Ischemic Stroke Lesion Segmentation Using Adversarial Learning—0
Learning to segment fetal brain tissue from noisy annotations—0
vol2Brain: A new online Pipeline for whole Brain MRI analysis—0
FastSurferVINN: Building Resolution-Independence into Deep Learning Segmentation Methods -- A Solution for HighRes Brain MRI—0
Factorisation-based Image LabellingCode0
Synthetic magnetic resonance images for domain adaptation: Application to fetal brain tissue segmentation—0
The role of MRI physics in brain segmentation CNNs: achieving acquisition invariance and instructive uncertainties—0
Sub-cortical structure segmentation database for young population—0
Deep learning facilitates fully automated brain image registration of optoacoustic tomography and magnetic resonance imaging—0
Efficient and Generic Interactive Segmentation Framework to Correct Mispredictions during Clinical Evaluation of Medical Images—0
AGD-Autoencoder: Attention Gated Deep Convolutional Autoencoder for Brain Tumor SegmentationCode0
Privacy Preserving for Medical Image Analysis via Non-Linear Deformation Proxy—0
An automatic multi-tissue human fetal brain segmentation benchmark using the Fetal Tissue Annotation Dataset—0
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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