To verify the robustness of the results, tests were performed to confirm that the results are unchanged if the number of observations is changed by removing different randomly selected datasets from the original database.
This was chosen because each subject was assessed by a different set of randomly selected raters.
Quantification of TB phenotype was performed by counting 200 300 cells in 10 different, randomly chosen microscopy fields per treatment.
Quantification of lipid droplets: Stacks of 14 images (covering 5.02 μm in the z-plane) with the x-y dimensions of 61.64 by 61.64 μm were recorded at six different randomly chosen locations in ventricular heart tissue from each rat with a Zeiss LSM 780 equipped with a 63x NA 1.4 oil lens.
The system transition occurs stochastically by a lattice-based Monte Carlo method; that is, the labeled value of a randomly chosen lattice site is attempted to be replaced by a different labeled value of its neighboring lattice site randomly chosen.
To avoid any bias, we performed 'blind analysis' of the data in a way that elongation speeds were quantified from randomly ordered samples by a different person to the one that performed the experiment and prepared the kymographs.
The rate of vectorial actin polymerization at focal adhesions was determined by a blind analysis (performed from randomly ordered samples by a different person to the one that carried out the experiments and prepared the kymographs) by ImagePro Plus 6.0 software.
Each sound is represented by a different kaleidoscopic pattern, and a Zen-like figure randomly flashes into the color-saturated frames.
After submitting their answers, students are randomly and anonymously given the answers submitted by a different student to grade.
We did 4 extra experiments by randomly choosing a different group of 25 control samples in the training data each time.
