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Table 2 Classification performance of GCN-EMCI based on different subject graphs

From: Identification of early mild cognitive impairment using multi-modal data and graph convolutional networks

Features

ACC(%)

SEN(%)

SPE(%)

AUC

FGMV

65.8

69.8

62.7

0.672

FSPL

62.7

66.5

59.4

0.637

FGMV+FSPL

69.7

71.4

65.6

0.719

FGMVS

79.8

83.4

77.1

0.802

FSPLS

75.3

78.3

73.2

0.765

FC

81.5

82.7

80.2

0.828

FC+H

84.1

86.5

81.3

0.856

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BMC Bioinformatics

ISSN: 1471-2105

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