In this context, using prognostic modelling approaches through machine learning technics emerges as a promising solution. Objectives We aim to assess the ability of several machine learning techniques ...

Random forest regression is a tree-based machine learning technique to predict a single numeric value. A random forest is a collection (ensemble) of simple regression decision trees that are trained ...

Researchers developed and externally validated a machine learning model to predict the 28-day mortality risk in ICU patients with sepsis complicated by acute respiratory failure. Using routinely ...