Xiaofei Li

Insomnia is associated with altered arachidonic acid–induced platelet aggregation and lower cholesterol independent of age in aspirin-treated unstable angina: a machine learning analysis

BACKGROUND: In aspirin-treated unstable angina (UA), heterogeneity in on-treatment arachidonic acid (AA)-induced platelet aggregation and cholesterol reduction contributes to residual ischemic risk. Insomnia is prevalent in coronary disease, yet its association with specific aspi...

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...