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Conflicts of Interest The authors declare no conflicts of interest. Data Availability Statement The data that support the findings of this study are openly available in R package jm at https://cran.r-project.org/web/packages/JM/index.html. Open Research Badges This article has earned an Open Data badge for making publicly available the digitally-shareable data necessary to reproduce the reported results. The data is available in the section.
Abstract The description of the relationship between Survival data and longitudinal observational covariates is crucial in the medical applications. Their heterogeneous and complex forms have brought certain difficulties to analyzing longitudinal data in survival studies. Deep learning and machine learning can capture the nonlinear relationships between covariates and clinical events without relying on strict assumptions.
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