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Results of impedance spectra fitting yield information used to explain the detected values of optimal loading.
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The fitting yields two peaks positioned at 284.8 and 285.5 eV corresponding to sp2 and sp3-hybridized states, respectively [24].
Simulation and experimental results show that in ideal condition without any noise in the system, direct fitting yields perfect results without error; the algorithms including Southwell reconstruction achieve better results under practical conditions, where there exist real issues such as noise and abnormal data.
This fitting yielded values of d(1+k)/n = 0.5 for N = 10 and 0.39 for N = 103, and with n = 119 and d = 2.4, we estimated the values of k as 24 and 18, respectively.
λ was also unconstrained, because fitting yielded estimates <5%.
The fittings yielded a roughness thickness of 3.3 nm for the surface.
An ROC curve generated on the final 11-analyte model, using only samples not used in model development, to avoid over-fitting, yielded an area underneath the curve (AUC) value of 0.953, significantly better than CA-125 alone [24].
Spline-based curve-fitting yielded similar conclusions (not shown).
The values of Dslow and Dfast can be determined by fitting a bi-exponential equation to the signal intensities obtained at a large number of b-values, but most clinical DWI examinations are performed with a small number of b-values (often just 2 or 3) and are more appropriately fit using a mono-exponential fitting that yields a so-called ADC.
For well-defined shocks, the shock fitting approach yields good results.
However, our results cannot separately distinguish the effects of SBE isoforms and SS isoforms, as the fitting only yields the ratios β of their activities.
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