Brain4

[WP-17-4] Evaluation on Applicability of Generative Adversarial Network to Synthesize Training Images for AI-Based Computer Aided Diagnostic Algorithm to Dementia

Aya Watanabe¹、Takahiro Yamada²、Takashi Nagaoka³、Mitsutaka Nemoto⁴、Hiroshi Watabe⁵、Masanobu Ibaraki⁶、Keisuke Matsubara⁷、Kohei Hanaoka²、Kazunari Ishii^2,8、Yuichi Kimura¹ (1.Graduate School of Science and Engineering, Kindai University, Osaka, Japan、2.Division of PET Molecular Imaging, Kindai University Hospital、3.Graduate School of Biology-Oriented Science and Technology, Kindai University、4.Faculty of Biology-Oriented Science and Technology, Kindai University、5.Cyclotron and Radioisotope Center (CYRIC), Tohoku University、6.Department of Radiology and Nuclear Medicine, Research Institute for Brain and Blood Vessels, Akita Cerebrospinal and Cardiovascular Center、7.Department of Management Science and Engineering, Faculty of System science and Technology, Akita Prefectural University、8.Department of Radiology, Faculty of Medicine, Kindai University)