Computing myelin and axonal volume fractions in gray and white matters and g-ratio map using multiple-inversion MRF and NODDI

Motivation: Multiple sclerosis effect both white matter and gray matter. Goal(s): Using mIR-MRF with NODDI to generate myelin water fraction map, g-ratio map, and axonal volume fraction gray matter map. Approach: White matter, gray matter, cerebrospinal fluid (CSF), and myelin water fraction (MWF) map were generated by mIR MRF. NODDI was used to divide each voxel into isotropic (Viso) and anisotropically restricted volume fraction (Vic) map. These maps were used to generate the g-ratio and AVF-gm map. Results: The WM lesions were in consistency within FLAIR and MWF but have a variance in g-ratio maps. AVF-gm map depicted the axonal fiber in GM well. Impact: The mIR MRF with NODDI could provide insight of demyelination, axonal loss and the change in GM of MS.

Authors

Publication Details

Journal
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
Published
2024-11-26
DOI
https://doi.org/10.58530/2024/2969
Primary Topic
Medical Image Segmentation Techniques
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Computing myelin and axonal volume fractions in gray and white matters and g-ratio map using multiple-inversion MRF and NODDI

Krystal Xiwing Yau, Peng Cao, Philip Wing‐Lok Ho, Yingying Lin et al.
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
Medical Image Segmentation Techniques
article

Computing myelin and axonal volume fractions in gray and white matters and g-ratio map using multiple-inversion MRF and NODDI

Krystal Xiwing Yau, Peng Cao, Philip Wing‐Lok Ho, Yingying Lin, Ka Fung Henry Mak
article en

Abstract

Motivation: Multiple sclerosis effect both white matter and gray matter. Goal(s): Using mIR-MRF with NODDI to generate myelin water fraction map, g-ratio map, and axonal volume fraction gray matter map. Approach: White matter, gray matter, cerebrospinal fluid (CSF), and myelin water fraction (MWF) map were generated by mIR MRF. NODDI was used to divide each voxel into isotropic (Viso) and anisotropically restricted volume fraction (Vic) map. These maps were used to generate the g-ratio and AVF-gm map. Results: The WM lesions were in consistency within FLAIR and MWF but have a variance in g-ratio maps. AVF-gm map depicted the axonal fiber in GM well. Impact: The mIR MRF with NODDI could provide insight of demyelination, axonal loss and the change in GM of MS.

Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
Clean water and sanitation
Openalex Percentile: Top 79%
Medical Image Segmentation Techniques
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.