業績、受賞歴


受賞

2018


学術論文誌

2018

  • Yonchev D, Vogt M, Stumpfe D, Kunimoto R, Miyao T & Bajorath J. , “Computational assessment of chemical saturation of analog series under varying conditions”, ACS Omega, vol.3, no.11, pp15799-15808, 20 Nov. 2018.
  • Miwa Ohnishi, Aya Anegawa, Yuko Sugiyama, Kazuo Harada, Akira Oikawa, Yasumune Nakayama, Fumio Matsuda, Yukiko Nakamura, Ryosuke Sasaki, Chizuko Shichijo, Patrick G. Hatcher, Hidehiro Fukaki, Shigehiko Kanaya*, Koh Aoki, Mami Yamazaki, Eiichiro Fukusaki, Kazuki Saito and Tetsuro Mimura, “Molecular Components of Arabidopsis Intact Vacuoles Clarified with Metabolomic and Proteomic Analyses”, Plant & Cell Physiology, vol.59, no.7, pp1353-1362, 12 Apr. 2018
  • Tetsuo Sato*, Satoshi Kamikawa, Subaru Nakayama, Nobuyasu Ichinose, Shigehide Kuhara, Shigehiko Kanaya*, Kotaro Minato and Cesar Nomura, “Motion Correction for Extracellular Volume Fraction Mapping in Cardiac MRI,” Advanced Biomedical Engineering, vol.7, pp82-87, Apr. 2018
  • Kang Liu, Aki H. Morita, Shigehiko Kanaya* and MD. ALTAF-UL-AMIN*, “Metabolite-Content-Guided Prediction of Medicinal/Edible Properties in Plants for Bioprospecting,” Current Research in Complementary & Alternative Medicine, ppCRCAM-130, Apr. 2018
  • Eguchi R, Karim MB, Hu P, Sato T, Ono N, Kanaya S, Altaf-Ul-Amin M.,BMC Bioinformatics., An integrative network-based approach to identify novel disease genes and pathways: a case study in the context of inflammatory bowel disease, 19:264.pp1-16, (2018)
  • Satoshi WATANABE, Hoko KYO, KANG Liu, Ryohei EGUCHI, Md. Altaf-Ul-Amin, Aki MORITA(Hirai), Minako OHASHI, Naoaki ONO, Alex Ming HUANG, Yanbo ZHU, Qi WANG, Zhaoyu DAI, Yukiko NAKAMURA, Klaus W. LANGE, Kazuo UEBABA, Shintaro HASHIMOTO, Shigehiko KANAYA, Nobutaka SUZUKI, “Data Intensive Study of Accessibility of Edible Species and Healthcare Across the Globe”, Japanese Journal of Complementary and Alternative Medicine, 15,pp37-60(2018)
  • Tomoyuki Miyao, Jürgen Bajorath, “Exploring ensembles of bioactive or virtual analogs of X-ray ligands for shape similarity searching”,  Journal of Computer-Aided Molecular Design, 32, pp759-767, (2018).
  • Victor Andrew A. Antonio, Naoaki Ono, Akira Saito, Tetsuo Sato, Md. Altaf-Ul-Amin, Shigehiko Kanaya, “Classification of lung adenocarcinoma transcriptome subtypes from pathological images using deep convolutional networks“, International Journal of Computer Assisted Radiology and Surgery, 13, pp 1905–1913 (2018).

    国際会議

    2018

  • Yutaro Koyama, Kazushi Ikeda, Yuichi Sakumura, Feature Selection Using Distance from Classification Boundary and Monte Carlo Simulation, International Conference on Neural Information Processing (ICONIP) 2018, 13-16 Dec. 2018, Siem Reap, Cambodia.
  • Go Sasakawa, Yasuaki Ishikawa, Daisuke Kobayashi, Naoaki Ono, Yukiharu Uraoka, and Hideaki Adachi, “Reliability Evaluation of Solar Cells Based on EL Analysis Using Convolutional Neural Network”, 7th Korea-Japan Joint Seminar on PV, P-29, 16-17 Nov. 2018, Seoul, South Korea
  • Go Sasakawa, Yasuaki Ishikawa, Daisuke Kobayashi, Naoaki Ono, Yukiharu Uraoka, and Hideaki Adachi, “Detection of Defective Solar Cells Based on EL Analysis Using Convolutional Neural Network”, 3rd International Workshop on the Sustainable Actions for “Year by Year Aging” under Reliability Investigations in Photovoltaic Modules, P-01, 30-31 Oct. 2018, Tsukuba, Japan
  • Nobutaka Wakamatsu, Mohammad Bozlul Karim, Shigehiko Kanaya* and MD. ALTAF-UL-AMIN*, “A Network based approach to predict functions of metabolites,” International Conference of Molecular Genetics, Metabolomics & Integrative Biology, Feb. 2018

国内学会、研究会、シンポジウム

2018

  • 国田勝行, “Information transmission of insulin signal transduction based on live-cell sensing and information theoretic approach, 第9回定量生物学の会年会, 13-14 Jan. (2019), 大阪
  • 中村哲, “奈良先端大におけるディープラーニング活用とデータ駆動型サイエンス創造の取り組み,” 電子情報通信学会北陸支部講演会, 24 Jan. (2019), 福井
  • 野島秀雄,“研究IRに基づいた研究戦略の策定と実行”, RA協議会第4回年次大会, 19-20 Sep.(2018). 神戸
  • 石河泰明, “計算科学の新展開:デバイス開発への利用”,第8回 化学フェスタ ケモインフォマティクスが拓く高機能新素材の時代,  J3-08, 25 Oct. (2018), 東京
  • 石河泰明, “シリコン太陽電池発電機能の屋外検査技術開発”,次世代の太陽光発電システム175 委員会 次世代シリコン太陽電池分科会&モジュール・システム分科会 合同研究会, 3 , 23 Oct. (2018), 東京
  • 中村哲, “データ駆動型サイエンスに向けて ーNAISTの試みー”, 滋賀大学データサイエンスフォーラム2018「日本の大学及び大学院におけるデータサイエンス教育の現状と展望」, 29-30 Nov.(2018). 滋賀
  • 宮尾知幸, 船津公人, “リガンドベースのヴァーチャルスクリーニングにおけるコンフォメーションの影響とアンサンブル効果について”, 第41回ケモインフォマティクス討論会, 1A06, 26-27 Oct. (2018), 熊本
  • 宮尾知幸, “データ解析に基づく分子設計支援への取り組み”, 日本化学会秋季事業 第8回CSJ化学フェスタ2018, 23-26 Oct. (2018), 東京
  • 森 浩禎, 田中 雄一郎, Jonathan Monk, 武藤 愛, “Missing link of E. coli metabolic network”, 第91回日本生化学会大会, 3S03m-08, 24-26 Sep. (2018), 京都