Shi, Ying |  Zhang, Guangming... -  《BMC Medical Informatics and Decision Making》 - 2023,23(1) - 共12页

摘要：BackgroundPrediction tools for various intraoperative bleeding events remain scarce. We aim to develop machine learning-based models and identify the most important predictors by real-world data from ...

关键词： Intraoperative hemorrhage |  Machine learning |  Gradient boosting decision Tree |  LGBoost |  BLOOD-TRANSFUSION |  BLEEDING COMPLICATIONS |  SURGERY |  MORTALITY |  INDEX