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The AROCs of ANNs based on the fused and non-fused parameters are shown in Figure 3. Significance testing between the compared parameters is shown in Table 2. Significance (p) values of Area under Receiver Operating Characteristic (AROC) curves were calculated by DeLongs non-parametric method.

Where appropriate, the equality of means between compared parameters was analyzed with an un-paired two-tailed t-test using the Mystat software package.

The comparing parameter was size of magnetic forces among particles and the limit distance.

Therefore, further studies comparing different parameters are required.

The impact of random effects model violations on the marginal and more traditional conditional parameters is compared through calculation of asymptotic relative biases.

Clinical parameters and BP or metabolic values according to the presence of diabetes or prediabetes were compared using ANOVA, and categorical parameters were compared with the χ test.

The outputs of the parameter estimations compared with known parameters are shown in the following tables.

The dose response curves are compared, all other parameters being equal, to the control case where receptors are homogeneously spread.

Continuous parameters were compared between groups using ANOVA, and non-continuous parameters were compared using chi-square test.

In assessing two groups, continuous parameters were compared using Mann-Whitney U test and categorical parameters were compared using Fisher's exact test.

Fit parameters were compared to the experimental values, and mean values and standard deviations of the fitted parameters were compared between the bolus and infusion protocols.