Myelin water imaging from an 8 minute scan at 64mT via image reconstruction and multicomponent T2 fitting in a low-rank space

Motivation: Ultra-low field (ULF) MRI scanners are proliferating and their use to measure brain health through myelin content would benefit clinical applications and research. Goal(s): To leverage low-rank algorithms to achieve quantitative measurements of brain myelin content at ULF. Approach: Following low-rank reconstruction of 3D multi-spin-echo data, sets of 20 characteristic T2 decay curves were projected into the same low-rank space. A regularized non-negative least squares fit of these low-rank T2 vectors provided a T2 distribution; T2<40ms were assigned as myelin water. Results: Maps of short T2 components reflected historical myelin water fraction values and corresponded to a myelin water fraction atlas. Impact: Reconstruction and multi-component fitting in a low-rank space allows myelin water fraction mapping at 64mT, permitting quantitative ultra low-field measurements of brain development in infants and children and demyelination during the course of diseases like multiple sclerosis.

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
2025-09-16
DOI
https://doi.org/10.58530/2025/4452
Primary Topic
Photoacoustic and Ultrasonic Imaging
Type
article
Field-Weighted Citation Impact
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article

Myelin water imaging from an 8 minute scan at 64mT via image reconstruction and multicomponent T2 fitting in a low-rank space

Adam Dvorak, Shannon Kolind, Anthony Traboulsee, Neale Wiley 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
Photoacoustic and Ultrasonic Imaging
article

Myelin water imaging from an 8 minute scan at 64mT via image reconstruction and multicomponent T2 fitting in a low-rank space

Adam Dvorak, Shannon Kolind, Anthony Traboulsee, Neale Wiley, Steven Williams, Alex MacKay, Megan Poorman, Rui Teixeira, Sharada Balaji, Francesco Padormo, Sean Deoni, Hanwen Liu
article en

Abstract

Motivation: Ultra-low field (ULF) MRI scanners are proliferating and their use to measure brain health through myelin content would benefit clinical applications and research. Goal(s): To leverage low-rank algorithms to achieve quantitative measurements of brain myelin content at ULF. Approach: Following low-rank reconstruction of 3D multi-spin-echo data, sets of 20 characteristic T2 decay curves were projected into the same low-rank space. A regularized non-negative least squares fit of these low-rank T2 vectors provided a T2 distribution; T2<40ms were assigned as myelin water. Results: Maps of short T2 components reflected historical myelin water fraction values and corresponded to a myelin water fraction atlas. Impact: Reconstruction and multi-component fitting in a low-rank space allows myelin water fraction mapping at 64mT, permitting quantitative ultra low-field measurements of brain development in infants and children and demyelination during the course of diseases like multiple sclerosis.

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
Openalex Percentile: Top 76%
Photoacoustic and Ultrasonic Imaging
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Myelin water imaging from an 8 minute scan at 64mT via image reconstruction and multicomponent T2 fitting in a low-rank space — Adam Dvorak, Shannon Kolind, 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 (2025) | TGRS Research Map | TGRS