Article

Super-resolution mapping of anisotropic tissue structure with diffusion MRI and deep learning

2023-04-04

Abstract excerpt

<h4>ABSTRACT</h4> Diffusion magnetic resonance imaging (diffusion MRI) is widely employed to probe the diffusive motion of water molecules within the tissue. Numerous diseases and processes affecting the central nervous system can be detected and monitored via diffusion MRI thanks to its sensitivity to microstructural alterations in tissue. The latter has prompted interest in quantitative mapping of the microstru...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 3dc162b6-db6d-5cb0-ab47-447bd83f5059
DOI: 10.1101/2023.04.04.535586

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Super-resolution mapping of anisotropic tissue structure with diffusion MRI and deep learningDOI 10.1101/2023.04.04.535586Read

FOD-Net: A Deep Learning Method for Fiber Orientation Distribution Angular Super ResolutionSemantic proximity Read

Microscopy-informed structural connectivity mapping in the in vivo human brain via domain adaptationSemantic proximity Read

FORCE: FORward matching for Complex microstructure EstimationSemantic proximity Read

Submillimeter diffusion MRI using an in-plane segmented 3D multi-slab acquisition and denoiser-regularized reconstructionSemantic proximity Read

Domain shifts in infant brain diffusion MRI: Quantification and mitigation for fODF estimationSemantic proximity Read

Multidimensional encoding of brain connectomesSemantic proximity Read

Deep learning microstructure estimation of developing brains from diffusion MRI: a newborn and fetal studySemantic proximity Read

Estimating Brain Similarity Networks with Diffusion MRISemantic proximity Read

Visualizing cortical laminar architecture in the living human brain using next-generation ultra-high-gradient diffusion MRISemantic proximity Read

A foundation model for efficient and assumption-free characterization of brain microstructure from diffusion MRISemantic proximity Read

<i>BundleCleaner</i> : Unsupervised Denoising and Subsampling of Diffusion MRI-Derived Tractography DataSemantic proximity Read

Through-plane super-resolution with autoencoders in diffusion magnetic resonance imaging of the developing human brainSemantic proximity Read