Studies in the Area of Jaw Cysts Reported from Osaka Dental University (An Attempt To Generate Panoramic Radiographs Including Jaw Cysts Using Stylegan3).

A report from Osaka Dental University in Japan discusses a study that aimed to generate radiographs of jaw cysts using a generative adversarial network (GAN) called StyleGAN3. The researchers selected 459 cystic lesions, with 409 images used for training data and 50 images for testing. The generated images were evaluated using various metrics and a visual Turing test, and the results showed that the specialists could not distinguish the generated images from real ones. The study concludes that the images generated by StyleGAN3 were of high quality. [Extracted from the article]