On the Reliability of Machine Learning Models for Survival Analysis When Cure Is a Possibility

In classical survival analysis, it is assumed that all the individuals will experience the event of interest. However, if there is a proportion of subjects who will never experience the event, then a standard survival approach is not appropriate, and cure models should be considered instead. This pa...

Full description

Bibliographic Details
Main Authors: Ana Ezquerro, Brais Cancela, Ana López-Cheda
Format: Article
Language:English
Published: MDPI AG 2023-10-01
Series:Mathematics
Subjects:
Online Access:https://www.mdpi.com/2227-7390/11/19/4150