Stacked LSTM based deep recurrent neural network with kalman smoothing for blood glucose prediction

Table 3 Comparisons of the accuracy (\(\textit{RMSE}\)) of raw CGM values and Kalman Smoothed CGM values with respect to self-measured fingerstick BG readings (ground truth) for each patient

Patient ID	Num. of fingerstick reading	Raw CGM	Smoothed CGM
# 559	53	32.77	29.01
# 563	196	24.78	22.56
# 570	99	16.09	13.10
# 575	117	13.76	16.22
# 588	391	30.63	26.79
# 591	197	26.73	24.21
Mean RMSE	N/A	24.12	21.98

ISSN: 1472-6947