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Table 10 Average global ventricular measurements for manually and automatically generated shape models in the test set as well as differences and correlations

From: A deep learning approach for fully automated cardiac shape modeling in tetralogy of Fallot

Measure

Manual Cases

Automated Cases

Difference (%)

R2

p-value

LV EDV (mL)

119 ± 36

114 ± 37

− 5 ± 10 (− 4)

0.93

 < 0.05

LV ESV (mL)

62 ± 24

64 ± 23

2 ± 9 (3)

0.85

0.26

LV SV (mL)

57 ± 16

50 ± 18

− 7 ± 8 (− 12)

0.82

 < 0.01

LV EF (%)

48 ± 7

44 ± 7

− 5 ± 6 (− 9)

0.45

 < 0.01

LV Mass (g)

111 ± 33

118 ± 37

8 ± 12 (7)

0.89

 < 0.01

RV EDV (mL)

197 ± 51

191 ± 54

− 6 ± 17 (− 3)

0.90

0.07

RV ESV (mL)

121 ± 37

114 ± 36

− 7 ± 13 (− 6)

0.88

 < 0.01

RV SV (mL)

76 ± 23

77 ± 29

1 ± 15 (1)

0.76

0.67

RV EF (%)

39 ± 7

40 ± 10

1 ± 7 (3)

0.55

0.39

RV Mass (g)

53 ± 24

54 ± 25

0 ± 7 (0.4)

0.93

0.83

  1. Numerical data are reported as mean ± standard deviation. Differences between the manual and automated cases were assessed using paired-sample t-tests. LV left ventricular, RV right ventricular, EDV end-diastolic volume, ESV end-systolic volume; SV stroke volume, EF ejection fraction