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Table of Contents
Data preprocessing
Slice estimation in diffusion MRI of neonatal and fetal brains in image and spherical harmonics domains using autoencoders
Super-resolution of manifold-valued diffusion MRI refined by multi-modal imaging
Lossy compression of multidimensional medical images using sinusoidal activation networks: an evaluation study
Correction of susceptibility distortion in EPI: a semi-supervised approach with deep learning
The impact of susceptibility distortion correction protocols on adolescent diffusion MRI measures
Signal representations
Diffusion MRI Fibre Orientation Distribution Inpainting
Fitting a Directional Microstructure Model to Diffusion-Relaxation MRI Data with Self-Supervised Machine Learning
Stepwise Stochastic Dictionary Adaptation Improves Microstructure Reconstruction with Orientation Distribution Function Fingerprinting
How can spherical CNNs benefit ML-based diffusion MRI parameter estimation?
Tractography and WM pathways
DC2U-Net: Tract Segmentation in Brain White Matter Using Dense Criss-Cross U-Net
Clustering in Tractography using Autoencoders (CINTA)
Tractometric Coherence of Fiber Bundles in DTI.
Slice estimation in diffusion MRI of neonatal and fetal brains in image and spherical harmonics domains using autoencoders
Super-resolution of manifold-valued diffusion MRI refined by multi-modal imaging
Lossy compression of multidimensional medical images using sinusoidal activation networks: an evaluation study
Correction of susceptibility distortion in EPI: a semi-supervised approach with deep learning
The impact of susceptibility distortion correction protocols on adolescent diffusion MRI measures
Signal representations
Diffusion MRI Fibre Orientation Distribution Inpainting
Fitting a Directional Microstructure Model to Diffusion-Relaxation MRI Data with Self-Supervised Machine Learning
Stepwise Stochastic Dictionary Adaptation Improves Microstructure Reconstruction with Orientation Distribution Function Fingerprinting
How can spherical CNNs benefit ML-based diffusion MRI parameter estimation?
Tractography and WM pathways
DC2U-Net: Tract Segmentation in Brain White Matter Using Dense Criss-Cross U-Net
Clustering in Tractography using Autoencoders (CINTA)
Tractometric Coherence of Fiber Bundles in DTI.