Open-source analysis of magnetic resonance spectroscopic imaging (MRSI) data in Osprey

Motivation: Magnetic resonance spectroscopic imaging (MRSI) is a versatile technique to investigate in vivo metabolism. However, MRSI data processing is a demanding task, and only a few software packages support end-to-end analysis of MRSI data. Goal(s): Implement end-to-end MRSI data analysis into the open-source MRS analysis package Osprey. Approach: Multi-voxel capabilities were added to the existing Osprey analysis modules. Analysis derivatives were exported as NIfTI-MRS for easy visualization and synergies with existing toolboxes. Results: MRSI data analysis and NIfTI-MRS export were successfully integrated into Osprey. Impact: The implemented MRSI analysis workflow offers state-of-the-art methods with minimal user interaction available for non-expert users and easily visualized in FSLeyes. The modular workflow allows rapid adoption of new model approaches to be developed in Osprey.

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/10.58530/2025/0948
Primary Topic
NMR spectroscopy and applications
Type
article
Field-Weighted Citation Impact
0.00
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article

Open-source analysis of magnetic resonance spectroscopic imaging (MRSI) data in Osprey

Dillip K. Senapati, Helge J. Zöllner, Georg Oeltzschner, Doris D M Lin 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
NMR spectroscopy and applications
article

Open-source analysis of magnetic resonance spectroscopic imaging (MRSI) data in Osprey

Dillip K. Senapati, Helge J. Zöllner, Georg Oeltzschner, Doris D M Lin, İpek Özdemir, Peter Barker
article en

Abstract

Motivation: Magnetic resonance spectroscopic imaging (MRSI) is a versatile technique to investigate in vivo metabolism. However, MRSI data processing is a demanding task, and only a few software packages support end-to-end analysis of MRSI data. Goal(s): Implement end-to-end MRSI data analysis into the open-source MRS analysis package Osprey. Approach: Multi-voxel capabilities were added to the existing Osprey analysis modules. Analysis derivatives were exported as NIfTI-MRS for easy visualization and synergies with existing toolboxes. Results: MRSI data analysis and NIfTI-MRS export were successfully integrated into Osprey. Impact: The implemented MRSI analysis workflow offers state-of-the-art methods with minimal user interaction available for non-expert users and easily visualized in FSLeyes. The modular workflow allows rapid adoption of new model approaches to be developed in Osprey.

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 90%
NMR spectroscopy and applications
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