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Table 6 Average classification performance for different input layers

From: DeepFHR: intelligent prediction of fetal Acidemia using fetal heart rate signals based on convolutional neural network

Scheme

Performance (Validation)

Acc (%)

Se (%)

Sp(%)

QI(%)

AUC(%)

HHT

79.50

79.71

79.29

79.52

79.63

Gabor Transformation

76.38

80.56

72.33

76.25

77.22

STFT

83.27

86.78

78.83

82.91

83.10

CWT

98.34

98.22

94.87

96.53

97.82

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BMC Medical Informatics and Decision Making

ISSN: 1472-6947

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