Practical Considerations for DECOMPOSE-QSM in the Human Brain

Motivation: DECOMPOSE-QSM is a susceptibility source separation method that has the potential for many clinical applications. However, its sensitivity to input QSM acquisition parameters and reconstruction method, and its repeatability are unknown. Goal(s): To investigate the performance and repeatability of DECOMPOSE-QSM with QSM calculated using various acquisition schemes and multiple dipole inversion methods. Approach: Eight different QSM dipole-inversion methods were used as inputs for DECOMPOSE-QSM. Multi-echo GRE were acquired with different protocols to evaluate reproducibility and sensitivity to the acquisition. Results: We reduced susceptibility contrast differences from different QSM methods by normalizing input susceptibilities. DECOMPOSE-QSM results were repeatable across different subjects. Impact: We showed that, with normalization, inputting QSM from different inversion methods yields similar DECOMPOSE-QSM separation maps and that this technique is reproducible. Taking into account its sensitivity to different acquisition parameters will facilitate further clinical applications of DECOMPOSE-QSM.

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/10.58530/2024/2454
Primary Topic
Computational Drug Discovery Methods
Type
article
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article

Practical Considerations for DECOMPOSE-QSM in the Human Brain

Patrick Fuchs, Karin Shmueli, Jingjia Chen, Chunlei Liu
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
Computational Drug Discovery Methods
article

Practical Considerations for DECOMPOSE-QSM in the Human Brain

Patrick Fuchs, Karin Shmueli, Jingjia Chen, Chunlei Liu
article en

Abstract

Motivation: DECOMPOSE-QSM is a susceptibility source separation method that has the potential for many clinical applications. However, its sensitivity to input QSM acquisition parameters and reconstruction method, and its repeatability are unknown. Goal(s): To investigate the performance and repeatability of DECOMPOSE-QSM with QSM calculated using various acquisition schemes and multiple dipole inversion methods. Approach: Eight different QSM dipole-inversion methods were used as inputs for DECOMPOSE-QSM. Multi-echo GRE were acquired with different protocols to evaluate reproducibility and sensitivity to the acquisition. Results: We reduced susceptibility contrast differences from different QSM methods by normalizing input susceptibilities. DECOMPOSE-QSM results were repeatable across different subjects. Impact: We showed that, with normalization, inputting QSM from different inversion methods yields similar DECOMPOSE-QSM separation maps and that this technique is reproducible. Taking into account its sensitivity to different acquisition parameters will facilitate further clinical applications of DECOMPOSE-QSM.

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 74%
Computational Drug Discovery Methods
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Practical Considerations for DECOMPOSE-QSM in the Human Brain — Patrick Fuchs, Karin Shmueli, 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 (2024) | TGRS Research Map | TGRS