Fig. 2
From: Prediction of sepsis mortality in ICU patients using machine learning methods
Overview of the Methodology. The process starts with extracting target patients from MIMIC-IV, followed by feature selection and data preprocessing (green). The input data (blue) is split for model fitting (purple). The optimal model (yellow) is then used for predictions (red)