TY - JOUR
T1 - Comprehensive analysis of the Cramer-Rao bounds for magnetic resonance temperature change measurement in fat-water voxels using multi-echo imaging
AU - Wyatt, Cory
AU - Soher, Brian J.
AU - Arunachalam, Kavitha
AU - MacFall, James
N1 - Funding Information:
Acknowledgments The authors acknowledge NCI grant #PO1-CA042745 and NIH grant #T32-EB001040 for supporting this research.
PY - 2012/2
Y1 - 2012/2
N2 - Object The aim of this paper is to characterize the noise propagation for MRI temperature change measurement with emphasis on finding the best echo time combinations that yield the lowest temperature noise. Materials and methods ACramer-Rao lower-bound (CRLB) calculation was used to estimate the temperature noise for a model of theMR signal in fat-water voxels. The temperature noise CRLB was then used to find a set of echo times that gave the lowest temperature change noise for a range of fat- water frequency differences, temperature changes, fat/water signal ratios, and T2? values. CRLB estimates were verified by Monte Carlo simulation and in phantoms using images acquired in a 1.5T magnet. Results Results showthat regions existwhere the CRLB predictsminimal temperature variation as a function of the other variables. The results also indicate that the CRLB values calculated in this paper provide excellent guidance for predicting the variation of temperature measurements due to changes in the signal parameters. For three echo scans, the best noise characteristics are seen for TE values of 20.71, 23.71, and 26.71 ms. Results for five and seven echo scans are also presented in the text. Conclusion The results present a comprehensive analysis of the effects of different scan parameters on temperature noise, potentially benefiting the selection of scan parameters for clinical MRI thermometry.
AB - Object The aim of this paper is to characterize the noise propagation for MRI temperature change measurement with emphasis on finding the best echo time combinations that yield the lowest temperature noise. Materials and methods ACramer-Rao lower-bound (CRLB) calculation was used to estimate the temperature noise for a model of theMR signal in fat-water voxels. The temperature noise CRLB was then used to find a set of echo times that gave the lowest temperature change noise for a range of fat- water frequency differences, temperature changes, fat/water signal ratios, and T2? values. CRLB estimates were verified by Monte Carlo simulation and in phantoms using images acquired in a 1.5T magnet. Results Results showthat regions existwhere the CRLB predictsminimal temperature variation as a function of the other variables. The results also indicate that the CRLB values calculated in this paper provide excellent guidance for predicting the variation of temperature measurements due to changes in the signal parameters. For three echo scans, the best noise characteristics are seen for TE values of 20.71, 23.71, and 26.71 ms. Results for five and seven echo scans are also presented in the text. Conclusion The results present a comprehensive analysis of the effects of different scan parameters on temperature noise, potentially benefiting the selection of scan parameters for clinical MRI thermometry.
KW - Cramer-Rao lower bound
KW - Fat-water imaging
KW - Fat-water phantoms
KW - MRI thermometry
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U2 - 10.1007/s10334-011-0247-x
DO - 10.1007/s10334-011-0247-x
M3 - Article
C2 - 21442434
AN - SCOPUS:84862660362
SN - 0968-5243
VL - 25
SP - 49
EP - 61
JO - Magnetic Resonance Materials in Physics, Biology, and Medicine
JF - Magnetic Resonance Materials in Physics, Biology, and Medicine
IS - 1
ER -