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Diffusion MRI fiber tractography of the brain
The ability of fiber tractography to delineate non‐invasively the white matter fiber pathways
of the brain raises possibilities for clinical applications and offers enormous potential for …
of the brain raises possibilities for clinical applications and offers enormous potential for …
[PDF][PDF] A comprehensive review of deep learning-based single image super-resolution
SMA Bashir, Y Wang, M Khan, Y Niu - PeerJ Computer Science, 2021 - peerj.com
Image super-resolution (SR) is one of the vital image processing methods that improve the
resolution of an image in the field of computer vision. In the last two decades, significant …
resolution of an image in the field of computer vision. In the last two decades, significant …
Multiscale brain MRI super-resolution using deep 3D convolutional networks
The purpose of super-resolution approaches is to overcome the hardware limitations and
the clinical requirements of imaging procedures by reconstructing high-resolution images …
the clinical requirements of imaging procedures by reconstructing high-resolution images …
[HTML][HTML] Challenges for biophysical modeling of microstructure
The biophysical modeling efforts in diffusion MRI have grown considerably over the past 25
years. In this review, we dwell on the various challenges along the journey of bringing a …
years. In this review, we dwell on the various challenges along the journey of bringing a …
Microstructural imaging of the human brain with a 'super-scanner': 10 key advantages of ultra-strong gradients for diffusion MRI
The key component of a microstructural diffusion MRI 'super-scanner'is a dedicated high-
strength gradient system that enables stronger diffusion weightings per unit time compared …
strength gradient system that enables stronger diffusion weightings per unit time compared …
Maxwell‐compensated design of asymmetric gradient waveforms for tensor‐valued diffusion encoding
Purpose Diffusion encoding with asymmetric gradient waveforms is appealing because the
asymmetry provides superior efficiency. However, concomitant gradients may cause a …
asymmetry provides superior efficiency. However, concomitant gradients may cause a …
[HTML][HTML] Image quality transfer and applications in diffusion MRI
This paper introduces a new computational imaging technique called image quality transfer
(IQT). IQT uses machine learning to transfer the rich information available from one-off …
(IQT). IQT uses machine learning to transfer the rich information available from one-off …
[HTML][HTML] The dot-compartment revealed? Diffusion MRI with ultra-strong gradients and spherical tensor encoding in the living human brain
The so-called “dot-compartment” is conjectured in diffusion MRI to represent small spherical
spaces, such as cell bodies, in which the diffusion is restricted in all directions. Previous …
spaces, such as cell bodies, in which the diffusion is restricted in all directions. Previous …
Fast submillimeter diffusion MRI using gSlider‐SMS and SNR‐enhancing joint reconstruction
Purpose We evaluate a new approach for achieving diffusion MRI data with high spatial
resolution, large volume coverage, and fast acquisition speed. Theory and Methods A recent …
resolution, large volume coverage, and fast acquisition speed. Theory and Methods A recent …
A joint compressed-sensing and super-resolution approach for very high-resolution diffusion imaging
Diffusion MRI (dMRI) can provide invaluable information about the structure of different
tissue types in the brain. Standard dMRI acquisitions facilitate a proper analysis (eg tracing) …
tissue types in the brain. Standard dMRI acquisitions facilitate a proper analysis (eg tracing) …