模态

方法

EMCI vs. NC

LMCI vs. NC

AD vs. NC

ACC

SEN

SPE

AUC

ACC

SEN

SPE

AUC

ACC

SEN

SPE

AUC

fMRI

SVM

72.66

78.12

67.19

79.32

75.00

68.75

81.25

80.21

79.69

79.69

79.69

83.78

Ours

79.69

82.81

76.56

82.15

83.59

81.25

85.94

82.45

86.72

90.62

82.81

87.35

fMRI & DTI

MPCA

78.12

78.12

78.12

79.57

80.47

76.56

84.38

85.83

85.16

89.06

81.25

84.72

DCNN

82.03

81.25

82.81

83.69

85.16

84.38

86.94

89.69

89.06

93.75

84.38

91.84

Ours

86.72

90.62

82.81

88.50

91.41

87.50

95.31

92.60

94.53

96.88

92.19

96.26