Combining symbolic regression with the cox proportional hazards model improves prediction of heart failure deaths

HIGHLIGHTS

  • who: Casper Wilstrup from the (UNIVERSITY) have published the research work: Combining symbolic regression with the Cox proportional hazards model improves prediction of heart failure deaths, in the Journal: (JOURNAL)
  • what: The authors demonstrate that combining symbolic regression with the Cox proportional hazards model improves the ability to predict death due to heart failure compared to using the Cox proportional hazards model alone. In the model used in Ahmad et_al , all covariates are used and have not been transformed. This study has shown than using mathematically transformed covariates can overcome this limitation. The authors focused . . .

     

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