Machine learning based peri-surgical risk calculator for abdominal related emergency general surgery: a multicenter retrospective study

Abstract

The authors successfully developed an ML-based calculator for predicting the risk of postoperative adverse events in patients with EGS. This calculator accurately predicted the occurrence risk of five outcome events, providing quantified risk probabilities for clinical diagnosis and treatment.