Development and validation of a prediction model to predict major adverse cardiovascular events in elderly patients undergoing noncardiac surgery: A retrospective cohort study
Kai Zhang, Chang Liu, Xiaoling Sha, Siyi Yao, Zhao Li, Yu Yao, Jingsheng Lou, Qiang Fu, Yanhong Liu, Jiangbei Cao, Jiaqiang Zhang, Yi Yang, Weidong Mi, Hao Li
Topics & Concepts
MedicineNomogramReceiver operating characteristicLogistic regressionAdaBoostDecision treeMyocardial infarctionCalibrationMachine learningPredictive modellingArea under the curveStroke (engine)Random forestInternal medicineEmergency medicineArtificial intelligenceStatisticsSupport vector machineComputer scienceMathematicsEngineeringMechanical engineeringCardiac, Anesthesia and Surgical OutcomesSepsis Diagnosis and TreatmentHemodynamic Monitoring and Therapy