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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 26–50 of 146 papers

TitleStatusHype
Brain MRI Segmentation using Template-Based Training and Visual Perception Augmentation—0
Numerical Uncertainty of Convolutional Neural Networks Inference for Structural Brain MRI Analysis—0
Direct segmentation of brain white matter tracts in diffusion MRI—0
UM-CAM: Uncertainty-weighted Multi-resolution Class Activation Maps for Weakly-supervised Fetal Brain Segmentation—0
Two Independent Teachers are Better Role ModelCode0
Mixup-Privacy: A simple yet effective approach for privacy-preserving segmentation—0
Model-based inexact graph matching on top of CNNs for semantic scene understandingCode0
Joint Self-Supervised Image-Volume Representation Learning with Intra-Inter Contrastive Clustering—0
Semi-supervised Learning with Robust Loss in Brain Segmentation—0
Reliable brain morphometry from contrast‐enhanced T1w‐MRI in patients with multiple sclerosisCode1
UNesT: Local Spatial Representation Learning with Hierarchical Transformer for Efficient Medical SegmentationCode1
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
CrossMoDA 2021 challenge: Benchmark of Cross-Modality Domain Adaptation techniques for Vestibular Schwannoma and Cochlea SegmentationCode1
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