Using Preoperative and Intraoperative Factors to Predict the Risk of Surgical Site Infections After Lumbar Spinal Surgery: A Machine Learning–Based Study
Wencai Liu, Hui Ying, Weijie Liao, Meng-Pan Li, Yu Zhang, Kun Luo, Bo-Lin Sun, Zhili Liu, Jiaming Liu
Topics & Concepts
MedicineLogistic regressionBody mass indexGradient boostingMachine learningRandom forestDecision treeLumbarArtificial intelligenceSurgeryInternal medicineComputer scienceSurgical site infection preventionSepsis Diagnosis and TreatmentCardiac, Anesthesia and Surgical Outcomes