Liyun Zheng

Convolutional neural network for red blood cell transfusion prediction: A machine learning based study

Abstract Background Subjective, inconsistent clinician judgement on red blood cell (RBC) transfusion demand causes unnecessary blood wastage, increased perioperative safety risks, and poorly balanced hospital blood inventory. To tackle these persistent clinical limitations, we de...