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Table 4 Alzheimer’s disease classification performance using our methods and other AD classification models

From: Multi-slice representational learning of convolutional neural network for Alzheimer’s disease classification using positron emission tomography

 

ADNI

Our dataset

ACC [%]

SENS [%]

SPEC [%]

ACC [%]

SENS [%]

SPEC [%]

He et al. [17]

90.94

85.53

96.18

81.56

71.23

92.65

Huang et al. [18]

91.26

84.21

98.09

82.98

72.60

94.12

Our model

91.02

87.93

93.57

86.09

80.00

92.96

  1. ACC accuracy, SENS sensitivity, SPEC specificity