Effect on spectral quantification of Back-Linear-Predicted and original first order dephased 1H-FID-MRSI data

Motivation: 1H Free-Induction Decay (FID) MRSI acquisition delay (AD) between the RF excitation pulse and the FID signal leads to loss of data. Backward Linear Prediction (BLP) approach has potential to recover this missing information. Goal(s): Evaluate the consistency of FID-MRSI spectral fitting after BLP to AD=0ms and possible bias of direct spectral quantification at AD≠0ms Approach: BLP was tested on full reconstruction of FID-MRSI signals from AD=1.3ms down to AD=0ms, on in vivo data and Monte Carlo simulations cut-and-recover approach Results: BLP showed good quantification consistency, while possible bias of quantification at AD≠0ms were found. Impact: The presented work revealed that with enough fitting baseline flexibility, FID-MRSI quantification at a theoretical reconstructed AD=0ms can achieve unbiased measurements, while it indicated that direct FID-MRSI quantification at AD≠0ms might generate systematic estimation offsets.

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/10.58530/2025/5236
Primary Topic
NMR spectroscopy and applications
Type
article
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article

Effect on spectral quantification of Back-Linear-Predicted and original first order dephased 1H-FID-MRSI data

Bernard Lanz, Annunziato Siviglia, Jessie Mosso, Cristina Cudalbu 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

Effect on spectral quantification of Back-Linear-Predicted and original first order dephased 1H-FID-MRSI data

Bernard Lanz, Annunziato Siviglia, Jessie Mosso, Cristina Cudalbu, Brayan Alves
article en

Abstract

Motivation: 1H Free-Induction Decay (FID) MRSI acquisition delay (AD) between the RF excitation pulse and the FID signal leads to loss of data. Backward Linear Prediction (BLP) approach has potential to recover this missing information. Goal(s): Evaluate the consistency of FID-MRSI spectral fitting after BLP to AD=0ms and possible bias of direct spectral quantification at AD≠0ms Approach: BLP was tested on full reconstruction of FID-MRSI signals from AD=1.3ms down to AD=0ms, on in vivo data and Monte Carlo simulations cut-and-recover approach Results: BLP showed good quantification consistency, while possible bias of quantification at AD≠0ms were found. Impact: The presented work revealed that with enough fitting baseline flexibility, FID-MRSI quantification at a theoretical reconstructed AD=0ms can achieve unbiased measurements, while it indicated that direct FID-MRSI quantification at AD≠0ms might generate systematic estimation offsets.

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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Effect on spectral quantification of Back-Linear-Predicted and original first order dephased 1H-FID-MRSI data — Bernard Lanz, Annunziato Siviglia, 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