Table 3 Ablation comparison of AD conversion probability (ACC %).

From: Intelligent prediction of Alzheimer’s disease via improved multifeature squeeze-and-excitation-dilated residual network

Groups

M12

M24

M36

Without DC, SE and MF-pool

87.0

85.2

54.7

Without SE

61.0

85.2

87.1

Without MF-pool

87.0

73.0

57.2

Without DC

86.5

67.7

86.1

Without multi-feature fusion

86.7

69.1

71.1

MFSE-DRN

88.0

85.5

88.4

  1. DC, dilated convolution; SE, squeeze-and-excitation; MF-pool, multifusion pooling; MFSE-DRN, multifeature squeeze-and-excitation-dilated residual network.
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