Prediction of acute kidney injury in ICU with gradient boosting decision tree algorithms
Wenpeng Gao, Junsong Wang, Lang Zhou, Qingquan Luo, Yonghua Lao, Haijin Lyu, Shengwen Guo
Topics & Concepts
Decision treeGradient boostingRandom forestAcute kidney injuryLogistic regressionIntensive care unitMedicineBoosting (machine learning)Ensemble forecastingEmergency medicineMedical recordArtificial intelligenceMachine learningIntensive careData miningAlgorithmComputer scienceIntensive care medicineInternal medicineAcute Kidney Injury ResearchSepsis Diagnosis and TreatmentIntravenous Infusion Technology and Safety