Table 2.

Literatures for the application of GAN in medical image processing.

References	Model	Public Dataset
Zhang et al. (62)	PAC-GAN	VIPeR, CUHK03, Market-1501
Dirvanauskas et al. (63)	GAN/medical	Miri TL
Pandey et al. (64)	Two-stage GAN/Medical	Kaggle Data Science bowl's first stage of competition
Frid-Adar et al. (65)	GAN	Private
Chen et al. (66, 67)	Dense GAN	A large publicly accessible brain structural MRI database
Mahapatra and Bozorgtabar (68)	Skip-connection GAN	http://www.eyepacs.com/
Yi and Babyn (69)	SAGAN	National Cancer Imaging Archive
Shitrit and Raviv (70)	GAN	Private
Zhu et al. (5)	Cycle GAN	Cityscapes, Google Maps, CMP Facade Database, UT Zappos50K, ImageNet
Wolterink et al. (71)	Cycle GAN	Private
Hiasa et al. (4)	Cycle GAN	Private
Huo et al. (72)	Cycle GAN	Private
Tanner et al. (73)	Cycle GAN	Private
Zhang et al. (74)	Cycle GAN	Private
Zhang et al. (75)	Cycle GAN	Private