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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 51–75 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
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