Table 1 Performance comparison among the methods using different FC networks for eMCI diagnosis.

From: Hybrid High-order Functional Connectivity Networks Using Resting-state Functional MRI for Mild Cognitive Impairment Diagnosis

Method

ACC (%)

AUC

SEN (%)

SPE (%)

SNL

66.1

0.614

55.2

76.7

SNH

71.2

0.741

70.0

72.4

SN A

72.9

0.816

70.0

75.9

SN L  + SN H  + SN A

83.1

0.875

79.3

86.7

DNWee 8

79.7

0.792

75.9

83.3

DNChen 18

86.4

0.900

86.2

86.7

DNL

72.9

0.743

69.0

76.7

DNH

81.4

0.875

79.3

83.3

DN A

83.1

0.907

82.8

83.3

DN L  + DN H  + DN A

91.5

0.940

89.7

93.3

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