Kinematics approach with neural networks for early detection of sepsis (KANNEDS)

Table 6 AUROC of LSTM KF model compared with other works

#	Work	Model	HBS	AUROC
1	Lauritsen et al. [19]	CNN-LSTM	03	0.856
2	Mao et al. [12]	Gradient tree boosting	04	0.850
3	KF model	LSTM	06	0.835
4	Kamaleswaran et al. [14]	CNN	02–08	0.830
5	Mohammed et al. [15]	Support vector machine	17.4	0.781

ISSN: 1472-6947