Development and validation of a machine learning prediction model for perioperative red blood cell transfusions in cardiac surgery
Qian Li, Hong Lv, Yuye Chen, Jingjia Shen, Jia Shi, Chenghui Zhou, Fuxia Yan
Topics & Concepts
MedicinePerioperativeCardiac surgeryLogistic regressionGeneralizability theoryBlood managementRed Blood Cell TransfusionCardiopulmonary bypassEmergency medicineBlood transfusionInternal medicineCardiologySurgeryMathematicsStatisticsBlood transfusion and managementTrauma, Hemostasis, Coagulopathy, ResuscitationSepsis Diagnosis and Treatment