Development and Validation of a Generalizable Model for Predicting Major Transfusion During Spine Fusion Surgery

Abstract

Our model has an increased accuracy for predicting the probability of major transfusion compared with a previously published model. In addition, our model is applicable to all types of spine fusion surgery and accounts for the complexity of surgical instrumentation, the number of levels instrumented, and the predicted duration of surgery as independent variables.