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Found 5 papers, 2 papers with code
Anatomically Constrained Tractography of the Fetal Brain
Diffusion-weighted Magnetic Resonance Imaging (dMRI) is increasingly used to study the fetal brain in utero.
Zero-DeepSub: Zero-Shot Deep Subspace Reconstruction for Rapid Multiparametric Quantitative MRI Using 3D-QALAS
Using an ISMRM/NIST system phantom, the accuracy and reproducibility of the T1 and T2 maps estimated using the proposed methods were evaluated by comparing them with reference techniques.
Subject-specific quantitative susceptibility mapping using patch based deep image priors
This problem of estimating the susceptibility map is ill posed.
Learning to estimate the fiber orientation distribution function from diffusion-weighted MRI
Our study demonstrates the potential of data-driven methods for improving the accuracy and robustness of fODF estimation.
A machine learning-based method for estimating the number and orientations of major fascicles in diffusion-weighted magnetic resonance imaging
Existing methods for estimating the number and orientations of fascicles in an imaging voxel either depend on non-convex optimization techniques that are sensitive to initialization and measurement noise, or are prone to predicting spurious fascicles.
