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Table of Contents
Part 1. Diffusion MRI Signal Acquisition
Image Reconstruction from Accelerated Slice-Interleaved Diffusion Encoding Data
Towards Learned Optimal q-Space Sampling in Diffusion MRI
A Signal Peak Separation Indexpg for Axisymmetric B-Tensor Encoding
Part 2. Orientation Processing: Tractography and Visualization
Improving Tractography Accuracy Using Dynamic Filtering
Diffeomorphic Alignment of Along-Tract Diffusion Profiles from Tractography
Direct Reconstruction of Crossing Muscle Fibers in the Human Tongue Using a Deep Neural Network
Learning Anatomical Segmentations for Tractography from Diffusion MRI
Diffusion MRI Fiber Orientation Distribution Function Estimation Using Voxel-Wise Spherical U-Net
Part 3. Microstructure Modeling and Representation
Stick Stippling for Joint 3D Visualization of Diffusion MRI Fiber Orientations and Density
Q-Space Quantitative Diffusion MRI Measures Using a Stretched-Exponential Representation
Repeatability of Soma and Neurite Metrics in Cortical and Subcortical Grey Matter
DW-MRI Microstructure Model of Models Captured Via Single-Shell Bottleneck Deep Learning
Deep Learning Model Fitting for Diffusion-Relaxometry: A Comparative Study
Pretraining Improves Deep Learning Based Tissue Microstructure Estimation
Part 4. Signal Augmentation and Super Resolution
Enhancing Diffusion Signal Augmentation Using Spherical Convolutions
Hybrid Graph Convolutional Neural Networks for Super Resolution of DW Images
Manifold-Aware CycleGAN for High-Resolution Structural-to-DTI Synthesis
Part 5. Diffusion MRI applications
Diffusion MRI applications
Multi-modal Brain Age Estimation: A Comparative Study Confirms the Importance of Microstructure
Longitudinal Parcellation of the Infant Cortex Using Multi-modal Connectome Harmonics
Automatic Segmentation of Dentate Nuclei for Microstructure Assessment: Example of Application to Temporal Lobe Epilepsy Patients
Two Parallel Stages Deep Learning Network for Anterior Visual Pathway Segmentation
Two Parallel Stages Deep Learning Network for Anterior Visual Pathway Segmentation.
Image Reconstruction from Accelerated Slice-Interleaved Diffusion Encoding Data
Towards Learned Optimal q-Space Sampling in Diffusion MRI
A Signal Peak Separation Indexpg for Axisymmetric B-Tensor Encoding
Part 2. Orientation Processing: Tractography and Visualization
Improving Tractography Accuracy Using Dynamic Filtering
Diffeomorphic Alignment of Along-Tract Diffusion Profiles from Tractography
Direct Reconstruction of Crossing Muscle Fibers in the Human Tongue Using a Deep Neural Network
Learning Anatomical Segmentations for Tractography from Diffusion MRI
Diffusion MRI Fiber Orientation Distribution Function Estimation Using Voxel-Wise Spherical U-Net
Part 3. Microstructure Modeling and Representation
Stick Stippling for Joint 3D Visualization of Diffusion MRI Fiber Orientations and Density
Q-Space Quantitative Diffusion MRI Measures Using a Stretched-Exponential Representation
Repeatability of Soma and Neurite Metrics in Cortical and Subcortical Grey Matter
DW-MRI Microstructure Model of Models Captured Via Single-Shell Bottleneck Deep Learning
Deep Learning Model Fitting for Diffusion-Relaxometry: A Comparative Study
Pretraining Improves Deep Learning Based Tissue Microstructure Estimation
Part 4. Signal Augmentation and Super Resolution
Enhancing Diffusion Signal Augmentation Using Spherical Convolutions
Hybrid Graph Convolutional Neural Networks for Super Resolution of DW Images
Manifold-Aware CycleGAN for High-Resolution Structural-to-DTI Synthesis
Part 5. Diffusion MRI applications
Diffusion MRI applications
Multi-modal Brain Age Estimation: A Comparative Study Confirms the Importance of Microstructure
Longitudinal Parcellation of the Infant Cortex Using Multi-modal Connectome Harmonics
Automatic Segmentation of Dentate Nuclei for Microstructure Assessment: Example of Application to Temporal Lobe Epilepsy Patients
Two Parallel Stages Deep Learning Network for Anterior Visual Pathway Segmentation
Two Parallel Stages Deep Learning Network for Anterior Visual Pathway Segmentation.