Sentence examples for used to select predictive from inspiring English sources

The training set is used to select predictive biomarkers and develop the prediction model, and the test set is used to evaluate its performance, including sensitivity, specificity, positive and negative predictive values, and accuracy, in the selection of the g+ and g− subgroups.

Stepwise selection with a p value of 0.1 for backward elimination was used to select the best predictive model.

The red lines represent the best averaged R2 values used to select the best predictive model for each continent (Supplementary Table 3) while the red dots represent the R2 values, for all withheld countries, calculated using the best predictive model referring to the continent in which they are located.

A backward elimination procedure was used to select the independent predictive factors.

That is, the empirical Bayes linear model was used to select genes with predictive potential for lung cancer independent or additive to that represented by clinical covariates.

A logistic univariate model was used to select the variables most predictive of AKI development.

log β was used to select models with the highest predictive capability.

A stepwise multiple regression procedure was used to select variables with a high predictive value for the degree of preferential flow.

A rapid expansion in precision medicine founded on the potential for durable clinical benefit through matching a drug to a predictive marker used to select patients has driven the development of targeted drugs with accompanied companion diagnostics for patient selection.

Multiple logistic modelling was used to select which variables produced the 'best' predictive model of ward death.

A total-sets analysis based on a generalized linear regression model and implemented in bestglm package in R [ 34, 35] was then used to select those covariates that were most predictive of P. falciparum prevalence.