Shota Ichikawa, Makoto Ozaki, Hideki Itadani, Hiroyuki Sugimori, Yohan Kondo. Deep learning-based correction for time truncation in cerebral computed tomography perfusion. Radiological Physics and Technology. 2024
Ryuma Moriya, Takaaki Yoshimura, Minghui Tang, Shota Ichikawa, Hiroyuki Sugimori. Development of a Method for Estimating the Angle of Lumbar Spine X-ray Images Using Deep Learning with Pseudo X-ray Images Generated from Computed Tomography. Applied Sciences. 2024
Shota Ichikawa, Hiroyuki Sugimori. Estimating Body Weight From Measurements From Different Single-Slice Computed Tomography Levels: An Evaluation of Total Cross-Sectional Body Area Measurements and Deep Learning. Journal of computer assisted tomography. 2024
Makoto Ozaki, Shota Ichikawa, Masaaki Fukunaga, Hiroyuki Yamamoto. Improving the depiction of small intracranial vessels in head computed tomography angiography: a comparative analysis of deep learning reconstruction and hybrid iterative reconstruction. Radiological physics and technology. 2023
2024/04 - 公益社団法人 日本放射線技術学会 研究奨励賞・技術新人賞 医療情報分野 Prediction of body weight from chest radiographs using deep learning with a convolutional neural network
2024/03 - 北海道大学 北海道大学大学院保健科学院長賞
2023/03 - European Congress of Radiology 2023 Shape your skills Reducing acquisition time in pediatric 99mTc-DMSA planar imaging using deep learning
2020/07 - European Congress of Radiology 2020 Shape your skills Usefulness of Bayesian estimation algorithm for simulated low-dose cerebral computed tomography perfusion in patients with acute ischemic stroke