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Here, the threshold is an area (area: represents the number of pixels) of brain which was extracted in each step when the extracted brain area is greater than the threshold (th), it means that we obtained the brain without skull (status of convergence).
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The percentile bootstrap CI are constructed by taking the lower 2.5% and the upper 97.5% value of each parameter estimate from runs regardless of convergence status (with exceptions for abnormal terminations), as this interval should cover the true value of the parameter estimate ~ 95% of the time without imposing an assumption of symmetry on the distribution.
To avoid premature convergence, the pheromone re-initialization and different pheromone intensification strategy depending on the convergence status of the algorithm are incorporated.
Figure 2 shows simulation results for the convergence status of optimal value by "IWA-PSO-OPF".
Figure 4 shows simulation results for the convergence status of optimal value by "ODE-OPF".
Figure 5 shows simulation results for the convergence status of optimal value by "ADE-OPF".
Open image in new window Fig. 3 Simulation results for the convergence status of optimal value by "CFA-PSO-OPF".
Open image in new window Fig. 4 Simulation results for the convergence status of optimal value by "ODE-OPF".
Open image in new window Fig. 5 Simulation results for the convergence status of optimal value by "ADE-OPF".
Open image in new window Fig. 2 Simulation results for the convergence status of optimal value by "IWA-PSO-OPF".
Figure 3 shows the simulation result for the convergence status of optimal value by "CFA-PSO-OPF".
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com