Soft-Voting colorectal cancer risk prediction based on EHLI components

Nutrition and lifestyle factors are closely related to the incidence of Colorectal Cancer (CRC). Indeed, the adoption of a healthy lifestyle can potentially minimize the risk of CRC in the long term. Identifying people at risk of developing CRC will guide them to screening and motivate behavior change. We therefore developed and validated a model to predict CRC risk based on age and Extended Healthy Lifestyle Index (EHLI) components in a Moroccan population.