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Clinically validated MR-AC methods must address adequate transformation of MRI pixel value information into appropriate PET attenuation values.
Such an exact solution can be tailored from a conventional solution by choosing an adequate transformation between its reference systems, which induces a mapping between its associated TMMs.
After two weeks, adequate transformation was confirmed by phase microscopy (until medium begins to turn orange/yellow and small clumps of cells become visible).
Noninvasive monitoring of fibre type adaptation with P-MRS in humans is possible only with an adequate transformation in combination with a high quality and low variability of the spectroscopic data.
Differences between groups were then examined using independent t-tests for continuous variables, Wilcoxon rank-sum tests for ordinal variables and continuous variables for which no adequate transformation was available, and Chi-squared statistics for categorical data.
In the protocol design, a normalizing transformation of was prespecified for C-peptide AUC mean, and normal plots of the residuals indicated that it was adequate transformation in order to fulfill the assumptions of the linear model used in the analysis.
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Hence, to achieve an efficient cross-spectral matching, adequate transformations before the feature extraction are needed.
In a variety of applications, see e.g. Zou and Yue [ 28] or Konietschke et al. [ 10], it turns out that the use of adequate transformations (e.g., the Logit-transformation) tend to increase the speed of convergence.
To evaluate the proportions of women demonstrating adequate endometrial transformation during a mock cycle and the 8-week clinical pregnancy rate in a donor oocyte cycle using a P vaginal ring or P vaginal gel.
Such a simple solution is made possible using adequate model transformations.
Sophisticated ODE tools will have no problems in applying adequate algebraic transformations to optimize the simulation algorithms' run-time behavior.
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