Table 3 Number of extracted heartbeats from the nighttime ECG recordings for each eligible participant enrolled in the study and their distribution in training and testing datasets.

From: Precision Medicine and Artificial Intelligence: A Pilot Study on Deep Learning for Hypoglycemic Events Detection based on ECG

Subject ID

Number of heartbeats

Number of recording nights (nights with low glucose events)

Training

Testing

Training

Testing

Normal

Low

Normal

Low

  

1

37042

38798

35991

22216

3 (3)

3 (3)

2

51026

18266

68941

6321

4 (3)

4 (3)

3

92261

21844

69533

5053

6 (2)

4 (1)

4

28342

34491

46345

13544

4 (3)

4 (2)

Average

52168

28350

55203

11784

4.3 (2.8)

3.8 (2.3)