Blood Glucose Prediction Using Artificial Neural Networks Trained with the AIDA Diabetes Simulator: A Proof-of-Concept Pilot Study

Table 3

Sample of the data used for training and testing of the ANNs for the long-term predictions (note that 0.00 hrs represents midday and 12.00 hrs represents midnight).

Meal Input	Time (hrs)			Meal (grams of carbohydrates)			BGL (mmol/L)
	1.25	3.75	7	56.7	0	75.6	12.384	4.996	5.710
Short-acting	Time (hrs)			Short-acting insulin			BGL (mmol/L)
insulin input	0.5	6.5	7.75	6	4	0	12.878	5.627	5.224
Long-acting	Time (hrs)			Long-acting insulin			BGL (mmol/L)
insulin input	0.5	6.5	7.75	4	0	6	12.878	5.627	5.224