Generation of Lung Nodule Using Generative Adversarial Networks and Its Application for AI-CAD
敵対的生成ネットワークによる肺結節CT画像の生成とAI-CADへの応用

Atsushi TERAMOTO
Medical Imaging and Information Sciences  
Many AI-CADs have been developed to assist physicians in the diagnosis of lung cancer using CT images. However, insufficient number of data and bias have hindered improving the performance of AI-CADs. In this review article, we describe the generation of lung nodule images by generative adversarial networks and its application to AI-CADs as one of the solutions to this challenge.
doi:10.11318/mii.38.57 fatcat:md53u33sn5cx3f7mguhrynbz7a