Masahiro Yakami

Computer-aided diagnosis of lung nodule classification between benign nodule, primary lung cancer, and metastatic lung cancer at different image size using deep convolutional neural network with transfer learning

Mizuho Nishio, Osamu Sugiyama, Masahiro Yakami et al. · PLoS ONE · 2018 · 167 citations · Full text

Convolutional Neural Network, Benign Nodule, Machine Learning +18

Computer-aided diagnosis of lung nodule using gradient tree boosting and Bayesian optimization

Mizuho Nishio, Mitsuo Nishizawa, Osamu Sugiyama et al. · PLoS ONE · 2018 · 134 citations · Full text

Engineering, Machine Learning, Random Search +21

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 · 104 citations

Computed Tomography, Whole-body Ct, Bone Segmentation +11

Multi-shape graph cuts with neighbor prior constraints and its application to lung segmentation from a chest CT volume

Keita Nakagomi, Akinobu Shimizu, Hidefumi Kobatake et al. · Medical Image Analysis · 2012 · 88 citations

Geometric Modeling, Computed Tomography, Image Analysis +14

Automatic segmentation of the uterus on MRI using a convolutional neural network

Yasuhisa Kurata, Mizuho Nishio, Aki Kido et al. · Computers in Biology and Medicine · 2019 · 82 citations

Convolutional Neural Network, Image Analysis, Engineering +14