Is it real or not? Toward artificial intelligence-based realistic synthetic cytology image generation to augment teaching and quality assurance in pathology
E McAlpine, P Michelow, E Liebenberg… - Journal of the American …, 2022 - Elsevier
Introduction Urine cytology offers a rapid and relatively inexpensive method to diagnose
urothelial neoplasia. In our setting of a public sector laboratory in South Africa, urothelial …
urothelial neoplasia. In our setting of a public sector laboratory in South Africa, urothelial …
Is it real or not? Toward artificial intelligence-based realistic synthetic cytology image generation to augment teaching and quality assurance in pathology
E McAlpine, P Michelow… - Journal of the …, 2022 - pubmed.ncbi.nlm.nih.gov
Introduction Urine cytology offers a rapid and relatively inexpensive method to diagnose
urothelial neoplasia. In our setting of a public sector laboratory in South Africa, urothelial …
urothelial neoplasia. In our setting of a public sector laboratory in South Africa, urothelial …
Is it real or not? Toward artificial intelligence-based realistic synthetic cytology image generation to augment teaching and quality assurance in pathology.
E McAlpine, P Michelow, E Liebenberg… - Journal of the American …, 2022 - europepmc.org
Materials and methods A limited, but morphologically diverse, dataset of 1000 malignant
urothelial cytology images was used to train a StyleGAN3 model to create completely novel …
urothelial cytology images was used to train a StyleGAN3 model to create completely novel …