Art

J-GLOBAL ID：202002250538949676   Reference number：20A1231352

Open Innovation Platform using Cloud-based Applications and Collaborative Space: A Case Study of Solubility Prediction Model Development

クラウドベースのアプリケーションと協調空間を用いたオープンイノベーションプラットフォーム:溶解度予測モデル開発の事例研究

Author (12)： Esaki Tsuyoshi (The Center for Data Science Education and Research, Shiga University) ,  Kumazawa Keiko (Pharmaceutical Discovery Research Laboratories, Teijin Pharma Limited) ,  Takahashi Kazutoshi (Research Institute for Bioscience Products and Fine Chemicals, Ajinomoto Co. Inc.) ,  Watanabe Reiko (Laboratory of Bioinformatics, AI Center for Health and Biomedical Research, National Institutes of Biomedical Innovation, Health and Nutrition) ,  Masuda Tomohide (Pharmaceutical Research Laboratories, Toray Industries, Inc.) ,  Watanabe Hirofumi (Education Center on Computational Science and Engineering, Kobe University) ,  Shimizu Yugo (Division of Physics for Life Functions, Keio University Faculty of Pharmacy) ,  Okada Akitoshi (Central Pharmaceutical Research Institute Takatsuki Research Center, Japan Tobacco Inc.) ,  Takimoto Seisuke (Central Pharmaceutical Research Institute Takatsuki Research Center, Japan Tobacco Inc.) ,  Shimada Tomohiro (Administration Department, Planning & Control Division, Teijin Pharma Limited) ,  Ikeda Kazuyoshi (Center for Life Science Technologies, RIKEN) ,  Ikeda Kazuyoshi (Division of Physics for Life Functions, Keio University Faculty of Pharmacy)
Material： Chem-Bio Informatics Journal (Web)  (CBIジャーナル(Web))
Volume： 20  Page： 5-18(J-STAGE)  Publication year： 2020 
JST Material Number： U0216A  ISSN： 1347-0442  Document type： Article
Article type： 短報  Country of issue： Japan (JPN)  Language： ENGLISH (EN)

Thesaurus term： *solubility (ratio) ,...
Semi thesaurus term： インシリコ予測 ,...

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Author keywords (6)： Solubility ,  in-silico prediction ,  Data science ,  Open innovation ,  Collaborative drug discovery ,  Cross-sectoral technology

JST classification (2)： Synthesis of drugs  (GV01030F) ,  Molecular and genetic information processing  (JE15040B)

Reference (29)：

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• [3] CBI Annual Meeting 2019, https://cbi-society.org/taikai/taikai19/index_e.html (accessed Nov 1, 2019)
• [4] The Chem-Bio Informatics Society (CBI), https://cbi-society.org/home/english/about_e.html (accessed Nov 1, 2019)
• [5] Silver, D.; Huang, A.; Maddison, C.J.; Guez, A.; Sifre, L.; et al. Mastering the game of Go with deep neural networks and tree search., Nature. 2016, 529, 484-489. doi: 10.1038/nature16961

Terms in the title (6)： アプリケーション ,  協調 ,  溶解度 ,  予測モデル ,  開発 ,  研究