BEAN: Brain Extraction and Alignment Network for 3D Fetal Neurosonography

BEAN: Brain Extraction and Alignment Network for 3D Fetal Neurosonography

Brain extraction (masking of extra-cerebral tissues) and alignment are fundamental first steps of most neuroimage analysis pipelines. The lack of automated solutions for 3D ultrasound (US) has therefore limited its potential as a neuroimaging modality for studying fetal brain development using routi...

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Bibliographic Details
Main Authors: Felipe Moser, Ruobing Huang, Bartłomiej W. Papież, Ana I.L. Namburete
Format: Article
Language:English
Published: Elsevier 2022-09-01
Series:NeuroImage
Subjects:
Fetal brain development
Convolutional neural network
Deep learning
3D ultrasound
Brain extraction
Brain alignment
Online Access:http://www.sciencedirect.com/science/article/pii/S1053811922004608

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http://www.sciencedirect.com/science/article/pii/S1053811922004608

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