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Comparative Study of AI application to Biotech Start-ups between Japan and India

Research Project

Project/Area Number 20K01822
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Review Section Basic Section 07080:Business administration-related
Research InstitutionToyohashi University of Technology

Principal Investigator

Fujiwara Takao  豊橋技術科学大学, 総合教育院, シニア研究員 (70173490)

Project Period (FY) 2020-04-01 – 2023-03-31
Project Status Completed (Fiscal Year 2022)
Budget Amount *help
¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2022: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2021: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2020: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Keywordsバイオスタートアップ / AI(人工知能) / インド / バンガロール / スタートアップ生態系 / 創薬 / デスバレー / バイオクラスター / AI / AI応用 / リアルオプション
Outline of Research at the Start

デスバレーの克服にインドのAI人材の蓄積と技術革新が期待される。大学・ベンチャー・製薬企業の間の1)論文・特許・医薬パイプラインのアイデア相転移と、2)助成金・エンジェル・VC・提携のリスク資金の相転移とによる「アイデアの価値評価」に関して、日本・インドのスタートアップ生態系を基礎にリアルオプション・ゲーム理論・ベイジアンMCMCを応用して、IISc(インド理科大学)の研究者との共同研究を目指す。

Outline of Final Research Achievements

We focused on the infrastructures and their key persons’ mentor functions of C-CAMP (Centre for Cellular And Molecular Platforms), a national startup incubator, and ABLE (Association of Biotechnology Led Enterprises), a biotech-industry organization in Bangalore.
For example, the first CEO, who founded the genome analysis company Strand Life Sciences in 2000, was a professor at IISc (Indian Institute of Science) at the time, had graduated from MIT, and had worked at Purdue University (also co-founder of Yantri Lab, and advisor to Algorithmic Biologics, whose CEO obtained a degree in the United States). On the other hand, ABLE honorary and Biocon chairs is an advisor to breast cancer testing AI company Niramai and 3D printing regenerative medicine company Pandorum, and has made an angel investment in C-CAMP-based synthetic biology company Bugworks.

Academic Significance and Societal Importance of the Research Achievements

学術的意義として,ソフトウエア人材の豊富なバンガロールにおいて,成功しているAI応用バイオ・スタートアップの事業的離陸モデルを観察した。先ず,CEOの多くが米欧大学での学位取得,欧米でのポスドク,現地法人などで米欧流の研究・起業環境を経験している場合が多い。次に,多くのバイオ企業が企業内国際分業による米国の大学・病院・企業と共同R&Dをしている場合が見られる。第3に,成功企業経営者による次世代企業へのメンター・エンジェルとして技能移転している様子が観察できる。
社会的意義として,内閣府・JST等のディープテック・スタートアップ生態系への政策立案に向けてインドの離陸モデルを提示できる。

Report

(4 results)
  • 2022 Annual Research Report   Final Research Report ( PDF )
  • 2021 Research-status Report
  • 2020 Research-status Report
  • Research Products

    (15 results)

All 2023 2022 2021 2020

All Journal Article (5 results) (of which Peer Reviewed: 4 results) Presentation (9 results) (of which Int'l Joint Research: 5 results,  Invited: 2 results) Book (1 results)

  • [Journal Article] Dauntless Research and Development Investments of Deficit Senior-Star Biotech Firms in the Valley of Death2022

    • Author(s)
      FUJIWARA Takao
    • Journal Title

      Proceedings of 2022 IEEE 28th International Conference on Engineering, Technology and Innovation (ICE/ITMC) & 31st International Association For Management of Technology (IAMOT) Joint Conference

      Volume: none Pages: 1-10

    • DOI

      10.1109/ice/itmc-iamot55089.2022.10033192

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed
  • [Journal Article] AI-applied Biotech Start-ups in Bangalore2022

    • Author(s)
      FUJIWARA, Takao
    • Journal Title

      Proceedings of 21st GLOBAL CONFERENCE ON FLEXIBLE SYSTEMS MANAGEMENT, APRIL 21 - 23, 2022, IIM Shillong, Meghalaya, India

      Volume: なし Pages: 777-786

    • Related Report
      2021 Research-status Report
    • Peer Reviewed
  • [Journal Article] Research and Development Investment of Would-Be Star Biotech Firms in a Financial Crisis2022

    • Author(s)
      FUJIWARA, Takao
    • Journal Title

      IEEE Transactions on Engineering Management

      Volume: なし Pages: 1-12

    • DOI

      10.1109/tem.2021.3136188

    • Related Report
      2021 Research-status Report
    • Peer Reviewed
  • [Journal Article] Star Biotech Start-ups' Past R&D Investment in the Financial Crisis Time2021

    • Author(s)
      FUJIWARA, Takao
    • Journal Title

      Proceedings of 2021 IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC),Cardiff University, UK (Zoom) June 21-23, 2021.

      Volume: なし Pages: 1-9

    • DOI

      10.1109/ice/itmc52061.2021.9570202

    • Related Report
      2021 Research-status Report
    • Peer Reviewed
  • [Journal Article] 医薬価格の適正化とバイオベンチャーR&D投資2021

    • Author(s)
      藤原孝男
    • Journal Title

      雲雀野(豊橋技術科学大学総合教育院紀要)

      Volume: 43

    • NAID

      120007019803

    • Related Report
      2021 Research-status Report 2020 Research-status Report
  • [Presentation] AI-applied Biotech Start-ups in Bangalore2022

    • Author(s)
      FUJIWARA Takao
    • Organizer
      21st GLOBAL CONFERENCE ON FLEXIBLE SYSTEMS MANAGEMENT, APRIL 21 - 23, 2022, IIM Shillong, Meghalaya, India,
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Research and development investment of senior star biotech startups at the valley of death2022

    • Author(s)
      FUJIWARA Takao
    • Organizer
      17th International Conference AGBRP, 17th International Conference AGBRP, December 20-22, 2022, Dubai, United Arab Emirates
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 金融危機時の赤字バイオ企業の研究開発投資とキャッシュフロー2022

    • Author(s)
      藤原 孝男
    • Organizer
      研究・イノベーション学会第37回年次学術大会,2022.10.29-30, Zoom, #2D23
    • Related Report
      2022 Annual Research Report
  • [Presentation] Senior Star Biotech Start-ups' R & D investment at Valley of Death2022

    • Author(s)
      FUJIWARA, Takao
    • Organizer
      Proceedings of 21st GLOBAL CONFERENCE ON FLEXIBLE SYSTEMS MANAGEMENT, APRIL 21 - 23, 2022, IIM Shillong, Meghalaya, India, p.787, by Zoom
    • Related Report
      2021 Research-status Report
    • Int'l Joint Research
  • [Presentation] Would-be star biotech startups' R&D investment in the financial crisis time2021

    • Author(s)
      FUJIWARA, Takao
    • Organizer
      2021 ASIP Conference (Oct.7-9, Jeju University, Korea, Zoom)
    • Related Report
      2021 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] バンガロールのAI 応用型バイオベンチャーについて2021

    • Author(s)
      藤原孝男
    • Organizer
      研究・イノベーション学会第36回年次学術大会予稿集(2021.10.30-31.一橋大学. Zoomにて発表)pp.653-656.
    • Related Report
      2021 Research-status Report
  • [Presentation] シニア・スターバイオ企業のデスバレー下での研究開発投資について2021

    • Author(s)
      藤原孝男
    • Organizer
      研究・イノベーション学会第36回年次学術大会予稿集(2021.10.30-31.一橋大学.Zoomにて発表)pp.649-652.
    • Related Report
      2021 Research-status Report
  • [Presentation] Biotech Start-up’s Robust R&D under Criticisms against High-Priced Drugs2020

    • Author(s)
      FUJIWARA, Takao
    • Organizer
      ASIP 10th 2020 Conference September 24-26, Jeju Island, Republic of Korea (Zoom)
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] ヒラリークリントン・ ツイートとバイオベンチャーR&D 投資2020

    • Author(s)
      藤原孝男
    • Organizer
      研究・イノベーション学会第35回年次学術大会講演要旨集(2020.10.31-11.1,東京工業大学/オンライン開催):pp.745-748.
    • Related Report
      2020 Research-status Report
  • [Book] バイオスタートアップ研究開発投資2023

    • Author(s)
      藤原 孝男
    • Total Pages
      196
    • Publisher
      学文社 (GAKUBUNSHA)
    • ISBN
      9784762032387
    • Related Report
      2022 Annual Research Report

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Published: 2020-04-28   Modified: 2024-01-30  

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