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Computational neuroanatomy of baby brains: A review
The first postnatal years are an exceptionally dynamic and critical period of structural,
functional and connectivity development of the human brain. The increasing availability of …
functional and connectivity development of the human brain. The increasing availability of …
A review of image processing methods for fetal head and brain analysis in ultrasound images
Background and objective Examination of head shape and brain during the fetal period is
paramount to evaluate head growth, predict neurodevelopment, and to diagnose fetal …
paramount to evaluate head growth, predict neurodevelopment, and to diagnose fetal …
Segmentation and classification in MRI and US fetal imaging: recent trends and future prospects
J Torrents-Barrena, G Piella, N Masoller… - Medical Image …, 2019 - Elsevier
Fetal imaging is a burgeoning topic. New advancements in both magnetic resonance
imaging and (3D) ultrasound currently allow doctors to diagnose fetal structural …
imaging and (3D) ultrasound currently allow doctors to diagnose fetal structural …
[HTML][HTML] A joint brain extraction and image quality assessment framework for fetal brain MRI slices
Brain extraction and image quality assessment are two fundamental steps in fetal brain
magnetic resonance imaging (MRI) 3D reconstruction and quantification. However, the …
magnetic resonance imaging (MRI) 3D reconstruction and quantification. However, the …
Unbiased construction of a temporally consistent morphological atlas of neonatal brain development
Premature birth increases the risk of develo** neurocognitive and neurobe-havioural
disorders. The mechanisms of altered brain development causing these disorders are yet …
disorders. The mechanisms of altered brain development causing these disorders are yet …
Asc: Appearance and structure consistency for unsupervised domain adaptation in fetal brain mri segmentation
Automatic tissue segmentation of fetal brain images is essential for the quantitative analysis
of prenatal neurodevelopment. However, producing voxel-level annotations of fetal brain …
of prenatal neurodevelopment. However, producing voxel-level annotations of fetal brain …
[HTML][HTML] A framework for multi-component analysis of diffusion MRI data over the neonatal period
We describe a framework for creating a time-resolved group average template of the
develo** brain using advanced multi-shell high angular resolution diffusion imaging data …
develo** brain using advanced multi-shell high angular resolution diffusion imaging data …
[HTML][HTML] Age-specific structural fetal brain atlases construction and cortical development quantification for chinese population
In magnetic resonance imaging (MRI) studies of fetal brain development, structural brain
atlases usually serve as essential references for the fetal population. Individual images are …
atlases usually serve as essential references for the fetal population. Individual images are …
Label-set loss functions for partial supervision: application to fetal brain 3D MRI parcellation
Deep neural networks have increased the accuracy of automatic segmentation, however
their accuracy depends on the availability of a large number of fully segmented images …
their accuracy depends on the availability of a large number of fully segmented images …
Automated brain masking of fetal functional MRI with open data
Fetal resting-state functional magnetic resonance imaging (rs-fMRI) has emerged as a
critical new approach for characterizing brain development before birth. Despite the rapid …
critical new approach for characterizing brain development before birth. Despite the rapid …