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