A time-incorporated SOFA score-based machine learning model for predicting mortality in critically ill patients: A multicenter, real-world study
Yang Liu, Kun Gao, Hongbin Deng, Tong Ling, Jiajia Lin, Xianqiang Yu, Xiangwei Bo, Jing Zhou, Lin Gao, Peng Wang, Jiajun Hu, Jian Zhang, Zhihui Tong, Yuxiu Liu, Yinghuan Shi, Lu Ke, Yang Gao, Weiqin Li
Topics & Concepts
Receiver operating characteristicMedicineLogistic regressionSOFA scoreIntensive careCritically illIntensive care unitSupport vector machineGradient boostingEmergency medicineArtificial intelligenceRandom forestMachine learningIntensive care medicineComputer scienceInternal medicineSepsis Diagnosis and TreatmentCardiac, Anesthesia and Surgical OutcomesMachine Learning in Healthcare