Risk factors affecting patients survival with colorectal cancer in Morocco : Survival Analysis using an Interpretable Machine Learning Approach

The aim of our study was to assess the overall survival rates for colorectal patients in Morocco and to identify strong prognostic factors using a novel approach combining survival random forest and the Cox model. Covariate selection was performed using the variable importance based on permutation a...

Descripción completa

Detalles Bibliográficos
Autores principales: El Badisy, Imad, BenBrahim, Zineb, Khalis, Mohamed, Elansari, Soukaina, ElHitmi, Youssef, Abbas, Fouad, Mellas, Nawfal, EL Rhazi, Karima
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Journal Experts 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9882696/
https://www.ncbi.nlm.nih.gov/pubmed/36711858
http://dx.doi.org/10.21203/rs.3.rs-2435106/v1

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9882696/
https://www.ncbi.nlm.nih.gov/pubmed/36711858
http://dx.doi.org/10.21203/rs.3.rs-2435106/v1

Ejemplares similares