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Magn Reson Med. 2016 Jan 12. doi: 10.1002/mrm.26041. [Epub ahead of print]

Coil-to-coil physiological noise correlations and their impact on functional MRI time-series signal-to-noise ratio

Triantafyllou C, Polimeni JR, Keil B, Wald LL.

Abstract

PURPOSE: Physiological nuisance fluctuations ("physiological noise") are a major contribution to the time-series signal-to-noise ratio (tSNR) of functional imaging. While thermal noise correlations between array coil elements have a well-characterized effect on the image Signal to Noise Ratio (SNR0 ), the element-to-element covariance matrix of the time-series fluctuations has not yet been analyzed. We examine this effect with a goal of ultimately improving the combination of multichannel array data.
THEORY AND METHODS: We extend the theoretical relationship between tSNR and SNR0 to include a time-series noise covariance matrix Ψt , distinct from the thermal noise covariance matrix Ψ0 , and compare its structure to Ψ0 and the signal coupling matrix SS(H) formed from the signal intensity vectors S.
RESULTS: Inclusion of the measured time-series noise covariance matrix into the model relating tSNR and SNR0 improves the fit of experimental multichannel data and is shown to be distinct from Ψ0 or SS(H) .
CONCLUSION: Time-series noise covariances in array coils are found to differ from Ψ0 and more surprisingly, from the signal coupling matrix SS(H) . Correct characterization of the time-series noise has implications for the analysis of time-series data and for improving the coil element combination process. Magn Reson Med, 2016. © 2016 Wiley Periodicals, Inc.

PMID: 26756964
| MGH/HST Martinos Center for Biomedical Imaging

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