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BioMed Research International
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2019
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Article
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Tab 1
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Research Article
Automated Pulmonary Nodule Classification in Computed Tomography Images Using a Deep Convolutional Neural Network Trained by Generative Adversarial Networks
Table 1
Number of images in each dataset for cross-validation.
Train
Type
Set 1
Set 2
Set 3
Original
Augmented
Original
Augmented
Original
Augmented
WGAN
Benign
5
1280
6
1536
6
1536
Malignant
11
2816
11
2816
11
2816
DCNN
Benign
9
2304
9
2304
9
2304
Malignant
11
2816
11
2816
11
2816