Predicting Therapeutic Response to Unfractionated Heparin Therapy: Machine Learning Approach

Abstract

To the best of our knowledge, this is the first ML model applied to intravenous UFH dosing that has been developed and externally validated in a multisite adult general medical and surgical inpatient setting. We present the processes of data collection, preparation, and feature engineering for replication.