Simultaneous frequency and phase corrections of single-shot MRS data using cross-correlation

Motivation: Preprocessing of MRS data is important in order to improve the spectral quality. Goal(s): Here we propose a novel approach to simultaneously correct for frequency and phase drifts using cross-correlation technique. Approach: Random frequency and phase offsets were added to a previously acquired STEAM human data at 7T at two different noise levels. Results: Results show that the proposed technique can accurately correct for both small and large frequency (<50 Hz) and phase drifts (±40 deg) even at low SNR levels. The technique was successfully demonstrated in a noisy MRS dataset acquired from a small volume-of-interest in the mouse brain. Impact: A fast and robust technique which accurately correct for both small and large frequency and phase shifts in MRS data.

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
2024-11-26
DOI
https://doi.org/10.58530/2024/1844
Primary Topic
Advanced MRI Techniques and Applications
Type
article
Field-Weighted Citation Impact
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article

Simultaneous frequency and phase corrections of single-shot MRS data using cross-correlation

Dinesh K. Deelchand
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

Simultaneous frequency and phase corrections of single-shot MRS data using cross-correlation

Dinesh K. Deelchand
article en

Abstract

Motivation: Preprocessing of MRS data is important in order to improve the spectral quality. Goal(s): Here we propose a novel approach to simultaneously correct for frequency and phase drifts using cross-correlation technique. Approach: Random frequency and phase offsets were added to a previously acquired STEAM human data at 7T at two different noise levels. Results: Results show that the proposed technique can accurately correct for both small and large frequency (<50 Hz) and phase drifts (±40 deg) even at low SNR levels. The technique was successfully demonstrated in a noisy MRS dataset acquired from a small volume-of-interest in the mouse brain. Impact: A fast and robust technique which accurately correct for both small and large frequency and phase shifts in MRS data.

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 64%
Advanced MRI Techniques and Applications
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Simultaneous frequency and phase corrections of single-shot MRS data using cross-correlation — Dinesh K. Deelchand · 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 (2024) | TGRS Research Map | TGRS