Table 4 The statistical significance of difference among different CGM pipelines mentioned in Table 3.

From: A multimodal deep learning architecture for predicting interstitial glucose for effective type 2 diabetes management

 

CNN

LSTM

CNN + LSTM

CNN + LSTM + Attention

Menarini sensor (Sensor 1) statistical significance of difference

CNN

   

*

LSTM

  

*

*

CNN + LSTM

 

*

 

*

CNN + LSTM + Attention

*

*

*

 

Abbot sensor (Sensor 2) statistical significance of difference

CNN

 

***

***

***

LSTM

***

 

***

***

CNN + LSTM

***

***

 

***

CNN + LSTM + Attention

***

***

***

 
  1. *p_value < 0.05; **p_value < 0.01; ***p_value < 0.001.
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