A new survival status prediction system for severe trauma patients based on a multiple classifier system

Highlights • The survival status of trauma patients is tackled as a classification problem. • A new prediction system based on a multiple classifier system is proposed. • The study is carried out over 462 patients that were treated at the Hospital of Navarre in Spain. • The new approach is developed using the specific features of the patients stored in the Major Trauma Registry of Navarre. • The results show that the usage of the new proposal enhance the performance of the currently used systems.