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

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
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article

On-scanner Reconstruction for Susceptibility Source Separation

Jeff Snyder, Justin Grenier, Nashwan Naji, Lumeng Cui 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
Speech and Audio Processing
article

On-scanner Reconstruction for Susceptibility Source Separation

Jeff Snyder, Justin Grenier, Nashwan Naji, Lumeng Cui, Kelvin Chow, Alan H. Wilman, Gerald Moran
article en

Abstract

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.

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 69%
Speech and Audio Processing
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