Research theme for competitive and other funds (3)：
2019 - 2021 Sptatiotemporal statistical model for predicting temporal changes in medical images
2018 - 2021 Statistical models of organs with diverse shape and size, and its application to organ recognition
2016 - 2018 Statistical modeling and its applications for autopsy imaging
Papers (29)：
Atsushi Saito, Hayato Wakabayashi, Hiromitsu Daisaki, Atsushi Yoshida, Shigeaki Higashiyama, Joji Kawabe, Akinobu Shimizu. Extraction of metastasis hotspots in a whole-body bone scintigram based on bilateral asymmetry. International journal of computer assisted radiology and surgery. 2021
Motoki Katsube, Shigehito Yamada, Natsuko Utsunomiya, Yutaka Yamaguchi, Tetsuya Takakuwa, Akira Yamamoto, Hirohiko Imai, Atsushi Saito, Siddharth R Vora, Naoki Morimoto. A 3D analysis of growth trajectory and integration during early human prenatal facial growth. Scientific reports. 2021. 11. 1. 6867-6867
Yuki Saeki, Atsushi Saito, Jean Cousty, Yukiko Kenmochi, Akinobu Shimizu. Statistical Modeling of Pulmonary Vasculatures with Topological Priors in CT Volumes. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2021. 12929. 108-118
Masaya Tanaka, Atsushi Saito, Kosuke Shido, Yasuhiro Fujisawa, Kenshi Yamasaki, Manabu Fujimoto, Kohei Murao, Youichirou Ninomiya, Shin'ichi Satoh 0001, Akinobu Shimizu. Classification of large-scale image database of various skin diseases using deep learning. International Journal of Computer Assisted Radiology and Surgery. 2021. 16. 11. 1875-1887
Construction of a spatiotemporal statistical shape model of pediatric liver from cross-sectional data
(Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2018)
死亡時CT像からの複数臓器認識処理
(日本医用画像工学会大会予稿集 2017)
Statistical shape model of nested structures based on the level set
(Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2017)
