Artificial Intelligence, Medical Imaging, Neural Networks, Ethical Ai, Image Processing.
are synthetic! The image above shows a fully synthetic set of chest X-rays, generated using a GAN that was trained with real X-rays [4]. While they look good, the synthetic images are far from perfect. In 70% of cases, trained radiologists knew which image was fake when shown a pair of images (one