Sentence examples for models in survival from inspiring English sources

Two important models in survival analysis are that of general random censorship and the proportional hazards submodel of Koziol and Green.

Actually, this reasoning lies behind the development of random effect ("frailty") models in survival analysis [ 31].

The new model presented in this article combines several features not included in previous models in survival analysis of breast cancer patients.

This analysis illustrates the value of parametric models in survival analysis in cases where a suitable distribution can be found to be close enough to the underlying distribution of the data.

Multi-state models, as an extension of traditional models in survival analysis, have proved to be a flexible framework for analysing the transitions between various states of sickness absence and work over time.

Since the expression for individual infection rate in Equation 1 is based on a Poisson process for the number of infections that each animal can acquire, the dnIGE model falls into the class of recurrent event models in survival analysis (Kalbfleisch and Prentice 2011).

The stage 1 residual was statistically insignificant in both stage 2 models (In-hospital survival: Z = -0.08, p = 0.934; 30-day survival: Z = 0.94, p = 0.349).

Cox-ridge regression has been shown to be an effective model in survival prediction using gene expression data [19], [20].

According to our findings, log logistic model with gamma frailty is more suitable statistical model in survival analysis in patients with GI cancers rather than other parametric models.

The final model in survival analysis can then be used to produce a prognostic index or risk score, which is a weighted combination of the predictors with weights (regression coefficients) taken from the Cox model.

This assumption is similar to an assumption used for a model in survival analysis, where it is assumed that the hazard rate of interest is proportional to the baseline hazard rate; this might have motivated the choice of name used by Le [ 21] and Gönen and Heller [ 22] in this context.