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Abstract #5042

Error Propagation in Absolute Metabolite Quantification for MR Spectroscopy of the Human Brain

Ronald Instrella1 and Christoph Juchem1,2
1Biomedical Engineering, Columbia University, New York, NY, United States, 2Radiology, Columbia University, New York, NY, United States

Synopsis

Spectral quantification methods provide absolute concentration estimates of metabolites from data acquired using in vivo MR spectroscopy. Cramér-Rao Lower Bounds (CRLB) are commonly employed as a minimum estimate of concentration error; however, absolute quantification relies on more than simply the uncertainty of Linear Combination Modeling (LCM). The uncertainties of both metabolite (e.g. T1, T2) and sequence-specific parameters (e.g. TR, TE), are generally ignored, leading to a systemic overestimation of accuracy. In this study, we present an analysis using the propagation of uncertainty to derive a more comprehensive estimate of the overall error of metabolite quantification.

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Keywords