Evaluating the performance of generative adversarial network-synthesized periapical images in classifying C-shaped root canals

Abstract This study evaluated the performance of generative adversarial network (GAN)-synthesized periapical images for classifying C-shaped root canals, which are challenging to diagnose because of their complex morphology. GANs have emerged as a promising technique for generating realistic images,...

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Bibliographic Details
Main Authors: Sujin Yang, Kee-Deog Kim, Eiichiro Ariji, Natsuho Takata, Yoshitaka Kise
Format: Article
Language:English
Published: Nature Portfolio 2023-10-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-45290-1