Risk factors affecting patients survival with colorectal cancer in Morocco: survival analysis using an interpretable machine learning approach

Abstract The aim of our study was to assess the overall survival rates for colorectal cancer at 3 years and to identify associated strong prognostic factors among patients in Morocco through an interpretable machine learning approach. This approach is based on a fully non-parametric survival random...

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Bibliographic Details
Main Authors: Imad El Badisy, Zineb Ben Brahim, Mohamed Khalis, Soukaina Elansari, Youssef ElHitmi, Fouad Abbass, Nawfal Mellas, Karima EL Rhazi
Format: Article
Language:English
Published: Nature Portfolio 2024-02-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-024-51304-3