Diagnosis was made using the Structured Clinical Interview for the Diagnostic Statistical Manual, Version IV (SCID-IV),35performed by a trained interviewer and confirmed by a research clinician psychiatrist. Depression was assessed with the Calgary Depression Scale for Schizophrenia.36Positive and negativ...
the sample size required for this study was calculated. The number of events of dependent variables with positive outcome should be at least 10 times the number of independent variables included in the multiple logistic regression analysis, to ensure that the main variables could be ...
achieving a mean recall and precision of 67.7 and 63.8 % for active compounds and 99.6 and 99.7 % for inactive compounds, respectively. We show the performances of the models are considerably influenced by the underlying intraclass training similarity, the size of a given class...
f Graphs illustrate the percentages of cells expressing BIM and positive for activated caspase 3 among Foxp3neg Helios CD4pos CD8low thymocytes and in Foxp3neg Heliospos CD4 SP thymocytes. All the experiments were conducted in 7–10-day-old animals. Data are representative of three experiments ...
Conventional "positive" air bearing sliders ride on a cushion of air generated by the rotation of a magnetic disk. The upward force on the slider provided by the air cushion is directly proportional to rotational velocity, and hence varies from the inner disk-diameter (ID), to the outer disk...
phagocytosis and Nitric oxide biosynthetic process in PepO or PBS treated M2 macrophages. Two-way ANOVA with Tukey’s multiple comparisons test was used in (A). One-way ANOVA with Tukey’s multiple comparisons test was used in (B), and (D). Bar graphs represent mean ± SEM, *P ...
Definition 2.1 Let X be a random variable of a NB-GE(r, α, β) distribu- tion, X ∼ NB-GE(r, α, β), when the NB distribution have parameters r > 0 and p = exp(−λ), where λ is distributed as GE distribution with positive pa- rameters α and β, i.e., X|λ ...
diagnostic test; evaluation; ROC curve; PROC curve; binormal; prevalence; positive predictive value; negative predictive value; Bayes’ rule; leaf plot; expected mutual information1. Introduction The predictive receiver operating characteristic (PROC) curve is a diagrammatic format introduced by Shiu and...
The second issue is that some models have somewhat high accuracy but also high False Positive and False Negative Rates, which can lead to lower detection efficiency and weaken the network security [7,8]. Aside from these problems, the datasets used in some research are very aged and might ...