研究概要

研究テーマ

• 機械学習
• 医用画像解析
• 1細胞解析

主要論文

「*」は、理研外のみでの成果です。

• 1.Nakao T, Hanaoka S, Nomura Y, Sato I, Nemoto M, Miki S, Maeda E, Yoshikawa T, Hayashi N, Abe O "Deep neural network-based computer-assisted detection of cerebral aneurysms in MR angiography."
  J Magn Reson Imaging. 2018 Apr;47(4):948-953. doi: 10.1002/jmri.25842. Epub 2017 Aug 24.
• 2.*Ryosuke Kamesawa, Issei Sato, Shouhei Hanaoka, Yukihiro Nomura, Mitsutaka Nemoto, Naoto Hayashi, Masashi Sugiyama.:
  "Lung lesion detection in FDG-PET/CT with Gaussian process regression"
  Proc. SPIE, 10134, 10134 - 10134 - 7 (2017).
• 3.*Keiko Sasada, Noriko Yamamoto, Hiroki Masuda, Yoko Tanaka, Ayako Ishihara, Yasushi Takamatsu, Yutaka Yatomi, Waichiro Katsuda, Issei Sato, Hirotaka Matsui "Inter-observer variance and the need for standardization in the morphological classification of myelodysplastic syndrome"
  Leukemia Research Volume 69, June 2018, Pages 54-59

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