Shunjiro Noguchi

Attribute-guided image generation of three-dimensional computed tomography images of lung nodules using a generative adversarial network

Mizuho Nishio, Chisako Muramatsu, Shunjiro Noguchi, 2020, Comput. Biol. Medicine.

Bone segmentation on whole-body CT using convolutional neural network with novel data augmentation techniques

Mizuho Nishio, Shunjiro Noguchi, Kaori Togashi, 2020, Comput. Biol. Medicine.

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, 2020, Scientific Reports.

Automatic Pancreas Segmentation Using Coarse-Scaled 2D Model of Deep Learning: Usefulness of Data Augmentation and Deep U-Net

Koji Fujimoto, Mizuho Nishio, Shunjiro Noguchi, 2020, Applied Sciences.