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While MEMMs use exponential models of the current state to calculate the conditional probabilities of the next states, CRFs use a single exponential model for the conditional probability of all training labels, given the observation sequence.
Subsequently, we use a single exponential decay model to obtain the attenuation coefficient spectrum µ t of the sample: assuming local sample homogeneity for all path lengths in the data set S. The model is fitted to S with free running fit parameters (α and µ t), similar to our analysis for tdLCS [ 1– 3].
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In [14], we have shown that the metabolic uptake rate K m of a tumor lesion can be estimated from a DTP measurement using two time points T 1 and T 2. There, we interpolated the arterial input function (AIF) c a (t) in the time window [T 1,T 2] using a single exponential.
This Measured IRF was also used by SPCImage (Becker and Hickle Gmbh, Germany) to more accurately calculate the average lifetime decay of ACA (using a double exponential model) and Fluorescein (using a single exponential model).
Fluorescence intensity was plotted as a function of time and fit using a single exponential function.
The rise of the polaron signal (A) was fitted using a single exponential.
These plots were then fit using a single exponential nonlinear association to determine the kobs.
For SsoCas1, the data were fitted using a single exponential (Niewoehner et al., 2014).
Then the data were fitted with nonlinear regression analysis using a single exponential decay by SigmaPlot 11 (Systat software, Inc).
16 Data were imported into GraphPad Prism and fitted using a single exponential decay algorithm, Y=Span 1-exp -K*X))+plateau.
Data were imported into GraphPad Prism and fitted using a single exponential decay algorithm, Y = span (1-exp (−K*X)) + plateau.
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