Maor Shir

Prediction Model for Intensive Care Unit Mortality in Patients with Spine Fracture: Can Machine Learning be Used to Improve Current Standards?

BACKGROUND The APACHE-IV is the gold standard for ICU mortality prediction across a multitude of patient conditions. We aim to create a machine learning model to predict ICU mortality for patients with spine fracture with similar predictive capabilities as the APACHE-IV, but with fewer inputs. STUDY DESIGN The MIMIC-...