The Impact of Reconstruction Methods, Reference, and Signed/Absolute Value on Voxel-Wise Analysis of Quantitative Susceptibility Mapping

Motivation: In voxel-wise, whole-brain studies of quantitative susceptibility mapping(QSM), variations in background field removal(BFR) methods, inversion algorithms, reference choices, and statistical indicators(signed or absolute) can lead to divergent findings and affect the reliability of results. Goal(s): To investigate the impacts of various BFR methods, inversion algorithms, reference choices, and statistical indicators on the outcomes of voxel-wise analysis. Approach: Voxel-wise analysis compared three BFR methods, two inversion algorithms, two reference choices, and signed/absolute values to assess susceptibility differences between young and elderly healthy subjects. Results: These combinations of BFR methods, inversion methods, reference choices, and statistical indicators showed varying sensitivity to age-related susceptibility changes. Impact: This study revealed inconsistencies in results arising from factors such as reconstruction methods, reference choices, and statistical indicators in voxel-wise QSM analysis. Careful consideration of these factors is essential to improve accuracy and reliability in future voxel-wise QSM research.

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/10.58530/2025/1662
Primary Topic
Cell Image Analysis Techniques
Type
article
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article

The Impact of Reconstruction Methods, Reference, and Signed/Absolute Value on Voxel-Wise Analysis of Quantitative Susceptibility Mapping

Gaiying Li, Ying Tang, Yang Song, Haodong Zhong 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
Cell Image Analysis Techniques
article

The Impact of Reconstruction Methods, Reference, and Signed/Absolute Value on Voxel-Wise Analysis of Quantitative Susceptibility Mapping

Gaiying Li, Ying Tang, Yang Song, Haodong Zhong, Yi Wang, Jianqi Li, Siyuan Fang
article en

Abstract

Motivation: In voxel-wise, whole-brain studies of quantitative susceptibility mapping(QSM), variations in background field removal(BFR) methods, inversion algorithms, reference choices, and statistical indicators(signed or absolute) can lead to divergent findings and affect the reliability of results. Goal(s): To investigate the impacts of various BFR methods, inversion algorithms, reference choices, and statistical indicators on the outcomes of voxel-wise analysis. Approach: Voxel-wise analysis compared three BFR methods, two inversion algorithms, two reference choices, and signed/absolute values to assess susceptibility differences between young and elderly healthy subjects. Results: These combinations of BFR methods, inversion methods, reference choices, and statistical indicators showed varying sensitivity to age-related susceptibility changes. Impact: This study revealed inconsistencies in results arising from factors such as reconstruction methods, reference choices, and statistical indicators in voxel-wise QSM analysis. Careful consideration of these factors is essential to improve accuracy and reliability in future voxel-wise QSM research.

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 82%
Cell Image Analysis Techniques
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