Causal Machine Learning for Patient-Level Intraoperative Opioid Dose Prediction from Electronic Health Records

Jonas Valbjørn Andersena, Anders Peder Højer Karlsen, Markus Harboe Olsen +1

This paper introduces the OPIAID algorithm, a novel approach for predicting and recommending personalized opioid dosages for individual patients. The algorithm optimizes pain manag…