Table 2.

Index of GANs variants for different human organs segmentation

GANs architecture	Year	No. of Studies	Papers published on different human organs
Vanilla-GAN	2014	84	Brain: [16–38] Retina: [39–54] Microscopic: [55–64] Multi-Organs: [65–71] Liver: [72–77] Skin: [78–83]	Orthopedic: [84–87] Cardiac: [88–91] Breast: [92–95] Lungs: [96–98] Kidney: [99] [100]
Conditional-GAN	2014	21	Cardiac: [101–107] Brain: [108–114] Microscopic: [107, 115, 116] Orthopedic: [117]	Skin: [118, 119] Breast: [120] Retina: [121] Brain: [111]
Cycle-GAN	2017	09	Microscopic: [122–124] Brain: [125–127]	Cardiac: [128, 129] Multi-Organ: [130]
Pix2Pix-GAN	2016	07	Multi-Organ: [131] Microscopic: [132] Brain: [133, 134]	Retina: [135] Liver: [136] Bone: [137]
Patch-GAN	2017	04	Retina: [135, 138] Bone: [139]	Brain: [140]
Wasserstein-GAN	2017	02	Breast: [141]	Brain: [142]
Style-GAN	2019	01	Lung: [143]
DC-GAN	2015	01	Skin: [144]