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Table 1 The demographics of the used dataset collected from ADNI and EDLB sites, showing the average age in men and women per each clinical diagnosis (class), and percentage of samples used for training, validation and testing

From: Adopting transfer learning for neuroimaging: a comparative analysis with a custom 3D convolution neural network model

 

Cases (%)

Average age

Class

Cases

women

Men

Women

Source: ADNI

AD

200

72 (36.0%)

76.7 ± 8.2

74.0 ± 7.8

MCI

200

76 (38.0%)

75.6 ± 7.5

73.2 ± 8.2

CN

156

62 (39.7%)

77.5 ± 5.4

78.3 ± 5

Source: EDLB

DLB

157

59 (37.5%)

73.3 ± 7.2

74.8 ± 6.4

CN

44

22 (50.0%)

70.1 ± 10.3

67.5 ± 9.2

Total

757

291 (38.4%)

75.5 ± 7.6

74.4 ± 7.7