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06/18/2023
Prior-knowledge-informed deep learning for lacune detection and quantification using multi-site brain MRI
Lacunes of presumed vascular origin, also referred to as lacunar infarct...
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06/18/2023
Deep learning-based group-wise registration for longitudinal MRI analysis in glioma
Glioma growth may be quantified with longitudinal image registration. Ho...
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06/25/2021
Projection-wise Disentangling for Fair and Interpretable Representation Learning: Application to 3D Facial Shape Analysis
Confounding bias is a crucial problem when applying machine learning to ...
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08/26/2019
Reproducible White Matter Tract Segmentation Using 3D U-Net on a Large-scale DTI Dataset
Tract-specific diffusion measures, as derived from brain diffusion MRI, ...
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08/26/2019
A hybrid deep learning framework for integrated segmentation and registration: evaluation on longitudinal white matter tract changes
To accurately analyze changes of anatomical structures in longitudinal i...
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02/21/2017