Quantifying axonal features of human superficial white matter from three-dimensional multibeam serial electron microscopy data assisted by deep learning.
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NeuroImage, 2025
In vivo cortical microstructure mapping using high-gradient diffusion MRI accounting for intercompartmental water exchange effects.
NeuroImage, 2025
Sub-DM:Subspace Diffusion Model with Orthogonal Decomposition for MRI Reconstruction.
CoRR, 2024
Enhance the Image: Super Resolution using Artificial Intelligence in MRI.
CoRR, 2024
Diffusion MRI data analysis assisted by deep learning synthesized anatomical images (DeepAnat).
Medical Image Anal., May, 2023
SDnDTI: Self-supervised deep learning-based denoising for diffusion tensor MRI.
NeuroImage, 2022
Estimating axial diffusivity in the NODDI model.
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NeuroImage, 2022
Mapping the human connectome using diffusion MRI at 300 mT/m gradient strength: Methodological advances and scientific impact.
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NeuroImage, 2022
Improved cortical surface reconstruction using sub-millimeter resolution MPRAGE by image denoising.
NeuroImage, 2021
Connectome 2.0: Developing the next-generation ultra-high gradient strength human MRI scanner for bridging studies of the micro-, meso- and macro-connectome.
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NeuroImage, 2021
Scan-rescan repeatability of axonal imaging metrics using high-gradient diffusion MRI and statistical implications for study design.
NeuroImage, 2021
Quantifying the uncertainty of neural networks using Monte Carlo dropout for deep learning based quantitative MRI.
CoRR, 2021
SRDTI: Deep learning-based super-resolution for diffusion tensor MRI.
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CoRR, 2021
DeepDTI: High-fidelity six-direction diffusion tensor imaging using deep learning.
NeuroImage, 2020
Registration-free analysis of diffusion MRI tractography data across subjects through the human lifespan.
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NeuroImage, 2020
Axon diameter index estimation independent of fiber orientation distribution using high-gradient diffusion MRI.
NeuroImage, 2020
Phase-matched virtual coil reconstruction for highly accelerated diffusion echo-planar imaging.
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NeuroImage, 2019
Age-related alterations in axonal microstructure in the corpus callosum measured by high-gradient diffusion MRI.
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NeuroImage, 2019
Validation of diffusion MRI estimates of compartment size and volume fraction in a biomimetic brain phantom using a human MRI scanner with 300 mT/m maximum gradient strength.
NeuroImage, 2018
HIgh b-value and high Resolution Integrated Diffusion (HIBRID) imaging.
NeuroImage, 2017
Early axonal damage in normal appearing white matter in multiple sclerosis: Novel insights from multi-shell diffusion MRI.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Investigating the Capability to Resolve Complex White Matter Structures with High <i>b</i>-Value Diffusion Magnetic Resonance Imaging on the MGH-USC Connectom Scanner.
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Brain Connect., 2014
Thalamo-Cortical Connectivity: What Can Diffusion Tractography Tell Us About Reading Difficulties in Children?
Brain Connect., 2014