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Fig 1.

Transformer-LSTM algorithm architecture.

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Fig 2.

Glucose values distribution.

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Fig 3.

Glucose values scatter plot.

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Table 1.

MSE values in models.

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Fig 4.

15-minutes forecast results and original data comparison.

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Fig 5.

30-minutes forecast results and original data comparison.

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Fig 6.

45-minutes forecast results and original data comparison.

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Fig 7.

Transformer-LSTM normal Q-Q plot.

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Fig 7 Expand

Fig 8.

Iteration-fitness curve.

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