With the modeling, one way that people are trying to make these deep neural networks more biologically plausible is by training them not with millions of labeled examples, but with a short video segments.
The relationship between potential factor of diaphragm dysfunction and the four predefined patterns of diaphragm dysfunction was evaluated in a univariate model (one-way ANOVA or Kruskal Wallis test for continuous variables depending on distribution; Chi-square test or Fisher's exact test for categorical variables depending on size).
Variations in relevant geophysical signals (pore pressure, temperature and density) between the initial condition (steady-state) and unrest period are computed at each time step and fed into the thermo-poroelastic model (one-way coupling) to compute associated ground deformations and gravity changes.
The values used in the base case model, one-way sensitivity analyses and replenishment scenarios are summarised in Table 1.
To deal with the uncertainty of probabilities, utility weights, and costs used in our economic model, one-way sensitivity analyses are performed.
To identify model drivers and examine key areas of uncertainty within the model, one-way deterministic sensitivity analyses were conducted for all major model variables.
The ONH parameters of eyes with BRVO were compared with those of fellow eyes using mixed model, one-way between-groups analysis of covariance was conducted to compare the ONH parameters of affected and unaffected fellow eyes in BRVO patients with those of the control eyes keeping confounding factors, including AL, age and gender under control in the statistical analysis.
In contrast, in group 2, no significant difference was observed between the volume and the kinetic parameters of the BWP obtained with the three models (one-way ANOVA for repeated measures; P > 0.52).
The model provides the Tanimoto similarity with the most similar compound used to construct the model as one way to assess model applicability.
The lipid-standardized model is one way to account for the effect of serum lipids on serum PCB levels.
