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
- Krystal Xiwing Yau
- Peng Cao (ORCID: https://orcid.org/0000-0003-2014-5015)
- Philip Wing‐Lok Ho (ORCID: https://orcid.org/0000-0001-7794-0146)
- Yingying Lin (ORCID: https://orcid.org/0000-0001-5042-3237)
- Ka Fung Henry Mak
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