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Finally, after normalization of response variables (bioactivities) data is divided by random sampling into 75% training set and 25% independent validation set that will not be used in any training process (Fig. 4).
Care was taken to use antagonist doses that did not impair performance on their own; thus, additive effects of drug treatment cannot account for the normalization of response.
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Furthermore, normalization of responses allows for relative comparison of autophagic and endolysosomal responses, as well as condition-dependent and time-dependent impacts.
To permit within-cell normalization of responses and to correct for any baseline drift due to incomplete recovery or focus shift, octanal applications were provided at the start or soon after the start of compounds testing, and near or at the end.
Thus, the attentional normalization model replicates the effect of contrast dependent normalization on response summations of MT neurons.
Normalization of the response for each response is done with respect to the response obtained from 4th model (i.e., the model with finest mesh configuration).
The apparent noise suppression for the Ni NW device was due to the normalization of sensor response by the initial current value Iair.
The first header row includes cross section area (in cm2) of the sample, which is used for the integration and normalization of the response data.
The hypoxic-normoxic switch time τ hn can be estimated from Hsieh et al. (2010), where the normalization of the response to hypoxia for U87 glioma cells was between 48 h and 72 h.
Recently published FMD guidelines advocate the normalization of FMD responses to the entire reactive hyperemic stimulus rather than normalizing to the peak stimulus [ 28].
Then, normalization of structural responses is performed so that the expected decay rates can be formulated in terms of covariance of a structural response, its time derivative process and its Hilbert transformation at the same time.
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