End-to-end acquisition and analysis of whole-slice rosette MRSI for brain metabolic imaging at 3 Tesla

Motivation: Magnetic resonance spectroscopic imaging (MRSI) has strong clinical potential, but also exhibits challenges making it difficult to translate in a clinical context. Goal(s): We aim to develop an end-to-end pipeline with the goal of producing high-quality MRSI spectra in whole brain slices, while also minimizing scan time and work-flow disruptions. Approach: We developed a spin-echo MRSI pulse sequence utilizing rapid rosette k-space trajectories to minimize scan time. Post-processing is achieved using the open-source software FID-A. Results: The spin-echo rosette MRSI sequence, combined with dedicated pre-processing pipelines, produced high-quality MRSI spectra. Overall, this study is a step towards rapid MRSI in a clinical setting. Impact: Magnetic resonance spectroscopic imaging (MRSI) is a powerful tool for quantifying biomarkers in vivo. However, clinical adoption of MRSI has been slow. We propose a complete and coherent pipeline for rapid MRSI acquisitions pre-processing to address this clinical need.

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/10.58530/2025/4831
Primary Topic
Advanced MRI Techniques and Applications
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

End-to-end acquisition and analysis of whole-slice rosette MRSI for brain metabolic imaging at 3 Tesla

Jamie Near, Lubna Burki, Kaito Hara-Lee, Sneha Senthil
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
Advanced MRI Techniques and Applications
article

End-to-end acquisition and analysis of whole-slice rosette MRSI for brain metabolic imaging at 3 Tesla

Jamie Near, Lubna Burki, Kaito Hara-Lee, Sneha Senthil
article en

Abstract

Motivation: Magnetic resonance spectroscopic imaging (MRSI) has strong clinical potential, but also exhibits challenges making it difficult to translate in a clinical context. Goal(s): We aim to develop an end-to-end pipeline with the goal of producing high-quality MRSI spectra in whole brain slices, while also minimizing scan time and work-flow disruptions. Approach: We developed a spin-echo MRSI pulse sequence utilizing rapid rosette k-space trajectories to minimize scan time. Post-processing is achieved using the open-source software FID-A. Results: The spin-echo rosette MRSI sequence, combined with dedicated pre-processing pipelines, produced high-quality MRSI spectra. Overall, this study is a step towards rapid MRSI in a clinical setting. Impact: Magnetic resonance spectroscopic imaging (MRSI) is a powerful tool for quantifying biomarkers in vivo. However, clinical adoption of MRSI has been slow. We propose a complete and coherent pipeline for rapid MRSI acquisitions pre-processing to address this clinical need.

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 65%
Advanced MRI Techniques and Applications
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

End-to-end acquisition and analysis of whole-slice rosette MRSI for brain metabolic imaging at 3 Tesla — Jamie Near, Lubna Burki, 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 (2025) | TGRS Research Map | TGRS