Abstract Background Survival analysis has been used to characterize the time-to-event data. In medical studies. a typical application is to analyze the survival time of specific cancers by using high-dimensional gene expressions. The main challenges include the involvement of non-informaive gene expressions and possibly nonlinear relationship between survival time and gene expressions. https://parisnaturalfoodes.shop/product-category/super-oncea-day/