On-scanner Reconstruction for Susceptibility Source Separation
Motivation: Susceptibility source separation provides valuable quantification of iron and myelin but currently requires offline analysis. Enabling an on-scanner fast and automated reconstruction would enable wider adoption. Goal(s): To implement and validate an inline reconstruction for susceptibility source separation on scanners. Approach: Susceptibility separation was packaged into a containerized environment and integrated inline using a vendor prototype for inline image processing on existing scanner hardware. The implemented pipeline produced paramagnetic and diamagnetic maps based on multi-echo R2*- and R2-sensitive acquisitions or R2* alone. Results: Separated susceptibility maps were successfully generated on a 3 T scanner and saved as DICOM images. Impact: The implemented reconstruction tool enables producing para- and diamagnetic maps directly on the manufacturer's scanners without the need for offline processing.
Authors
- Jeff Snyder
- Justin Grenier
- Nashwan Naji (ORCID: https://orcid.org/0000-0001-6501-9042)
- Lumeng Cui
- Kelvin Chow (ORCID: https://orcid.org/0000-0003-0698-1746)
- Alan H. Wilman (ORCID: https://orcid.org/0000-0002-2758-8110)
- Gerald Moran
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/10.58530/2025/3269
- Primary Topic
- Speech and Audio Processing
- Type
- article
- Field-Weighted Citation Impact
- 0.00