Table 1 Baseline characteristics of patients in the training and test datasets.

From: Deep learning interpretation of echocardiograms

Characteristics

Complete data

A4C view data

 

Train data

Test data

Train data

Test data

Number of patients

2850

373

2546

337

Number of images

1,624,780

169,880

172,080

21,540

Sex (% Male)

52.4%

52.8%

52.2%

53.7%

Age: mean, years (std)

61.3 (17.2)

62.8 (16.8)

61.1 (17.1)

63.2 (16.9)

Weight: mean, Kg (std)

78.8 (22.7)

78.9 (20.8)

78.0 (21.7)

78.5 (20.2)

Height: mean, m (std)

1.69 (0.11)

1.69 (0.11)

1.69 (0.12)

1.69 (0.11)

BMI: mean (std)

27.3 (6.7)

27.5 (6.5)

27.1 (6.5)

27.3 (6.1)

Pacemaker or defibrillator lead (% Present)

13.2

14.7

13.1

15.1

Severe left atrial enlargement (% Present)

17.2

20.3

18.0

21.9

Left ventricular hypertrophy (% Present)

33.3

38.0

32.7

37.9

End diastolic volume, mL: mean (std)

94.3 (47.2)

94.6 (13.0)

95.1 (48.2)

96.9 (48.0)

End systolic volume, mL: mean (std)

45.6 (38.3)

46.2 (36.1)

46.0 (39.3)

47.0 (36.6)

Ejection fraction: mean (std)

55.2 (12.3)

54.7 (13.0)

55.1 (12.2)

54.8 (13.1)