Trustworthy AI method based on Dempster-Shafer theory - application to fetal brain 3D T2w MRI segmentation
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Jul 24, 2023 - Python
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fetal-mri
Here are 8 public repositories matching this topic...
A Deep Attentive Convolutional Neural Network for Automatic Cortical Plate Segmentation in Fetal MRI
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Dec 12, 2022 - Python
awesome open source tools for fetal MRI analysis
machine-learning deep-learning mri awesome-list image-segmentation image-registration medical-image-analysis fetal-mri
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Apr 30, 2023
FaBiAN is the first Fetal Brain magnetic resonance Acquisition Numerical phantom that simulates realistic T2-weighted magnetic resonance images of the developing fetal brain throughout gestation. It is open source and supports reproducibility studies to improve fetal brain diagnosis.
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Nov 22, 2023 - MATLAB
Image quality assessment for fetal MRI
quality-control deep-learning tensorflow pytorch medical-imaging semi-supervised-learning convolutional-neural-networks fetal-mri
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Nov 30, 2022 - Python
Unsupervised learning framework for localizing structural brain anomalies in fetal MRI. VAE-based generative models trained per anatomical view with L2/SSIM/combined losses; β-VAE and gestational-age-conditioned variants under evaluation. Co-authored with Sungmin You (BCH / Harvard FNNDSC).
python deep-learning pytorch medical-imaging vae neuroimaging unsupervised-learning brain-mri biomedical-engineering anomaly-detection variational-autoencoder generative-models fetal-mri
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May 10, 2026 - Python
FetoMorph is a platform that standardizes fetal brain morphology measurement and analysis, enabling consistent validation across different computational models of fetal brain development.
validation morphology computational-biology fetal-imaging fetal-mri computaional-modeling fetal-brain
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Sep 23, 2026 - Python
FaBiAN is an open-source Fetal Brain magnetic resonance Acquisition Numerical phantom that simulates realistic T2-weighted magnetic resonance images (MRI) of the developing fetal brain throughout gestation. FaBiAN simulates as closely as possible the physical principles involved in fast spin echo (FSE) sequences at various clinical magnetic fiel…
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Nov 22, 2023 - MATLAB
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