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Fig. 2 An example of the fitted balloon volume-pressure curve using the sigmoid regression equation.
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The stereo GMM is used to compute the CDF tables using the sigmoid function.
The scores are finally normalized into [0,1] domain using the sigmoid function.
While using the Sigmoid function, data of latent and output layers can be computed as follows.
Gene regulatory networks were modelled using the sigmoid formalism [ 36, 37].
Six diploid mathematical models of the interaction diagrams in Figure 1A were made using the sigmoid formalism.
Half maximal inhibitory concentrations (IC50) of mubritinib were calculated with GraphPad Prism using the sigmoid dose response function.
Together, these results indicate that the sigmoid regression of balloon pressure and volume can be used to accurately estimate the optimal filling volume.
The overall goodness-of-fit of the sigmoid regression and the accuracy of the balloon volume estimation were assessed.
In the balloon pressure-volume curve analysis, the best-fit coefficient R 2 and the bias-corrected Akaike information criterion (AICc) of the sigmoid regression were calculated [22].
(2) The sigmoid regression fits the balloon pressure-volume curve excellently and enables an accurate estimation of the optimal balloon volume.
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