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Table 5 The classification results of 3D ResNet50 and state-of-the-art methods

From: Design of lung nodules segmentation and recognition algorithm based on deep learning

Models

Accuracy (%)

Recall (%)

Specificity (%)

2D ResNet50 [25]

78.1

73.6

82.6

Plain 3D ResNet50

80.8

79.9

81.7

Yan [21]

87.3

88.5

86.0

3D ResNet50

87.3

80.4

94.8

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BMC Bioinformatics

ISSN: 1471-2105

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