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
- Patrick Fuchs
- Karin Shmueli (ORCID: https://orcid.org/0000-0001-7520-2975)
- Jingjia Chen (ORCID: https://orcid.org/0000-0002-8220-6330)
- Chunlei Liu (ORCID: https://orcid.org/0000-0001-8816-4832)
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
- Field-Weighted Citation Impact
- 0.00