Sepsis mortality prediction with Machine Learning Tecniques.

Objective: To develop a sepsis death classification model based on machine learning techniques for patients admitted to the Intensive Care Unit (ICU).

Design: Cross-sectional descriptive study.

Setting: The Intensive Care Units (ICUs) of three Hospitals from Murcia (Spain) and patients from the MIMIC III open-access database.