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Table 4 Comparison of RMSE values in (mmol/L) with other published neural network prediction models

From: Using nonlinear auto-regressive with exogenous input neural network (NNARX) in blood glucose prediction

PH (min.)

Our NNARX

Model proposed in (Alfian et al. 2020a)

Model proposed in (Martinsson et al. n.d.)

Model proposed in (Bertachi et al. 2018)

Model proposed in (Allam 2021)

45

0.7446

0.59

0.75

60

0.7512

0.85

1.74

1.76

1.19