Shunjiro Noguchi

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

Shunjiro Noguchi, Mizuho Nishio, Masahiro Yakami et al. · Computers in Biology and Medicine · 2020 · 105 citations

Medicine, Biomedical Engineering, Radiology +15

Deep learning–based algorithm improved radiologists’ performance in bone metastases detection on CT

Shunjiro Noguchi, Mizuho Nishio, Ryo Sakamoto et al. · European Radiology · 2022 · 57 citations

Medicine, Oncology, Radiology +14

Automatic detection of acute ischemic stroke using non-contrast computed tomography and two-stage deep learning model

Mizuho Nishio, Sho Koyasu, Shunjiro Noguchi et al. · Computer Methods and Programs in Biomedicine · 2020 · 56 citations · Full text

Medicine, Biomedical Engineering, Radiology +14

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

Mizuho Nishio, Shunjiro Noguchi, Koji Fujimoto · Applied Sciences · 2020 · 41 citations · Full text

Medicine, Computer Science, Radiology +16

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

Mizuho Nishio, Chisako Muramatsu, Shunjiro Noguchi et al. · Computers in Biology and Medicine · 2020 · 35 citations

Medicine, Biomedical Engineering, Radiology +15