Estimating 3-dimensional liver motion using deep learning and 2-dimensional ultrasound images. - Shiho Yagasaki; Norihiro Koizumi; Yu Nishiyama; Ryosuke Kondo; Tsubasa Imaizumi; Naoki Matsumoto; Masahiro Ogawa; Kazushi Numata (Int. J. Comput. Assist. Radiol. Surg., 2020)

Evaluation of ultrasonic fibrosis diagnostic system using convolutional network for ordinal regression. - Ryosuke Saito; Norihiro Koizumi; Yu Nishiyama; Tsubasa Imaizumi; Kenta Kusahara; Shiho Yagasaki; Naoki Matsumoto; Ryota Masuzaki; Toshimi Takahashi; Masahiro Ogawa (Int. J. Comput. Assist. Radiol. Surg., 2021)

A novel complementation method of an acoustic shadow region utilizing a convolutional neural network for ultrasound-guided therapy. - Momoko Matsuyama; Norihiro Koizumi; Akihide Otsuka; Kento Kobayashi; Shiho Yagasaki; Yusuke Watanabe; Jiayi Zhou; Yu Nishiyama; Naoki Matsumoto; Hiroyuki Tsukihara; Kazushi Numata (Int. J. Comput. Assist. Radiol. Surg., 2022)