Fig. 9From: Predicting sepsis onset in ICU using machine learning models: a systematic review and meta-analysisTrain set c-index. In the train set, InSight exhibited the best performance with a c-index of 0.91 (0.90,0.93) in 2 studies. The rest are MLP(N = 3), NN(n = 4), SVM(n = 3), DL(n = 2) and LR(n = 4). the C-index of them are 0.79 (0.65,0.97), 0.68(0.59,0.79), 0.67(0.57,0.78), 0.74(0.52,1.05) and 0.81(0.75,0.86)Back to article page