Attribute-guided image generation of three-dimensional computed tomography images of lung nodules using a generative adversarial network. - Mizuho Nishio; Chisako Muramatsu; Shunjiro Noguchi; Hirotsugu Nakai; Koji Fujimoto; Ryo Sakamoto; Hiroshi Fujita 001 (Comput. Biol. Medicine, 2020)

Bone segmentation on whole-body CT using convolutional neural network with novel data augmentation techniques. - Shunjiro Noguchi; Mizuho Nishio; Masahiro Yakami; Keita Nakagomi; Kaori Togashi (Comput. Biol. Medicine, 2020)

Automatic detection of acute ischemic stroke using non-contrast computed tomography and two-stage deep learning model. - Mizuho Nishio; Sho Koyasu; Shunjiro Noguchi; Takao Kiguchi; Kanako Nakatsu; Thai Akasaka; Hiroki Yamada; Kyo Itoh (Comput. Methods Programs Biomed., 2020)

Automatic classification between COVID-19 pneumonia, non-COVID-19 pneumonia, and the healthy on chest X-ray image: combination of data augmentation methods. - Mizuho Nishio; Shunjiro Noguchi; Hidetoshi Matsuo; Takamichi Murakami (CoRR, 2020)