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Construction of diagnostic reasoning support system based on pathological condition classification focusing on subjective expression by onomatopoeia and metaphor

Research Project

Project/Area Number 18H03319
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Review Section Basic Section 61060:Kansei informatics-related
Research InstitutionThe University of Electro-Communications

Principal Investigator

Sakamoto Maki  電気通信大学, 大学院情報理工学研究科, 教授 (80302826)

Co-Investigator(Kenkyū-buntansha) 松田 隆秀  聖マリアンナ医科大学, 医学部, 教授 (40190475)
藤林 和俊  順天堂大学, 医学部, 准教授 (40722351)
Project Period (FY) 2018-04-01 – 2021-03-31
Project Status Completed (Fiscal Year 2021)
Budget Amount *help
¥17,290,000 (Direct Cost: ¥13,300,000、Indirect Cost: ¥3,990,000)
Fiscal Year 2020: ¥7,540,000 (Direct Cost: ¥5,800,000、Indirect Cost: ¥1,740,000)
Fiscal Year 2019: ¥4,160,000 (Direct Cost: ¥3,200,000、Indirect Cost: ¥960,000)
Fiscal Year 2018: ¥5,590,000 (Direct Cost: ¥4,300,000、Indirect Cost: ¥1,290,000)
Keywordsオノマトペ / 比喩 / 痛み / 診断 / 病態分類 / 早期発見 / 医工連携 / システム / 感性情報学 / 診断推論 / 認知科学 / 診断推論システム / 認知症 / 質感 / 感性計測評価 / 問診システム / 認知症診断 / ソフトウェア
Outline of Final Research Achievements

We have set an academic question, "What does subjective expression such as onomatopoeia and metaphors represent?" In this research project, we focus on "sound symbolism" in which some perceptual impressions are linked to the phonology that composes onomatopoeia. We analyzed the relationship between data such as pain intensity, inflammation value, lesion spread and depth, and each phonology that composes onomatopoeia. We aimed to investigate the possibility of physical disorders that may appear only in onomatopoeia. As a method to achieve this goal, we collected subjective expressions using onomatopoeia and metaphors at the outpatient department of general medical care at Juntendo University hospital.

Academic Significance and Societal Importance of the Research Achievements

医療現場で患者が痛みなどの不快感を表す際に用いる「がーん」といったオノマトペや「ハンマーで殴られたような」といった比喩などの主観表現に着目し病気の診断を支援する技術開発の研究です。オノマトペを構成する音韻と、痛みの強度や炎症度や疾患の深さや広がりなどの関係を数量化できる研究代表者独自の技術により、pain scaleや検査結果などの数値データとの相関を解析できます。主観表現に体の不調の何が表されるのかを把握できるだけでなく、検査データでは見えない体の不調を言語で捉えられる可能性や、オノマトペに着目して病態分類を試みることによる新たな分類基準を発見できる可能性があります。

Report

(4 results)
  • 2021 Final Research Report ( PDF )
  • 2020 Annual Research Report
  • 2019 Annual Research Report
  • 2018 Annual Research Report
  • Research Products

    (18 results)

All 2021 2020 2019 2018 Other

All Journal Article (7 results) (of which Int'l Joint Research: 1 results,  Peer Reviewed: 7 results,  Open Access: 7 results) Presentation (4 results) (of which Int'l Joint Research: 3 results,  Invited: 2 results) Book (4 results) Remarks (3 results)

  • [Journal Article] Using Mobile Phone Data to Estimate the Relationship between Population Flow and Influenza Infection Pathways.2021

    • Author(s)
      Chen, Q., Tsubaki, M., Minami, Y., Fujibayashi, K., Yumoto, T., Kamei, J., Yamada, Y., Kominato, H., Oono, H., & Naito, T.
    • Journal Title

      International journal of environmental research and public health

      Volume: 18(14) Issue: 14 Pages: 7439-7439

    • DOI

      10.3390/ijerph18147439

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Computer Vision System for Expressing Texture Using Sound-Symbolic Words2021

    • Author(s)
      Yamagata Koichi、Kwon Jinhwan、Kawashima Takuya、Shimoda Wataru、Sakamoto Maki
    • Journal Title

      Frontiers in Psychology

      Volume: 12 Pages: 654779-654779

    • DOI

      10.3389/fpsyg.2021.654779

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] System to quantify the impression of sounds expressed by onomatopoeias2020

    • Author(s)
      坂本真樹
    • Journal Title

      Acoustical Science and Technology

      Volume: 41 Issue: 1 Pages: 229-232

    • DOI

      10.1250/ast.41.229

    • NAID

      130007782619

    • ISSN
      0369-4232, 1346-3969, 1347-5177
    • Year and Date
      2020-01-01
    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Controlled emotional tactile stimulation during functional magnetic resonance imaging and electroencephalography2019

    • Author(s)
      N. Kanayama, M. Hara, J. Watanabe, R. Kitada, M. Sakamoto, and S. Yamawaki
    • Journal Title

      Journal of Neuroscience Methods

      Volume: 327 Pages: 108393-108393

    • DOI

      10.1016/j.jneumeth.2019.108393

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Brain networks underlying tactile softness perception: A functional magnetic resonance imaging study2019

    • Author(s)
      Kitada Ryo、Doizaki Ryuichi、Kwon Jinhwan、Tanigawa Tsubasa、Nakagawa Eri、Kochiyama Takanori、Kajimoto Hiroyuki、Sakamoto Maki、Sadato Norihiro
    • Journal Title

      NeuroImage

      Volume: 197 Pages: 156-166

    • DOI

      10.1016/j.neuroimage.2019.04.044

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Physical origin of a complicated tactile sensation: ‘ shittori feel'2019

    • Author(s)
      Kikegawa Kana、Kuhara Rieko、Kwon Jinhwan、Sakamoto Maki、Tsuchiya Reiichiro、Nagatani Noboru、Nonomura Yoshimune
    • Journal Title

      Royal Society Open Science

      Volume: 6 Issue: 7 Pages: 190039-190039

    • DOI

      10.1098/rsos.190039

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Visualizing Individual Perceptual Differences Using Intuitive Word-Based Input2019

    • Author(s)
      Sakamoto Maki、Watanabe Junji
    • Journal Title

      Frontiers in Psychology

      Volume: 10 Pages: 1-8

    • DOI

      10.3389/fpsyg.2019.01108

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Presentation] A Study on Emotional Analysis Focusing on Onomatopoeia Used on SNS for the COVID-192021

    • Author(s)
      Takuro Okada, Fujio Toriumi, Maki Sakamoto
    • Organizer
      WI-IAT 2021
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Automatic Estimation of Affective Impressions from a Single Sound-symbolic Word and Word-based Visualization of Perceptual Space2020

    • Author(s)
      Maki Sakamoto
    • Organizer
      International Symposium on Affective Science and Engineering 2020 (ISASE2020)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Effects of Lighting Color on Promoting Emotional States2020

    • Author(s)
      Yuka Matsumoto, Midori Tanaka, Takahiko Horiuchi, Yuki Nakahodo, Maki Sakamoto, Toyoshige Nohnishi
    • Organizer
      International Symposium on Affective Science and Engineering 2020 (ISASE2020)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 10年後AIは複雑な膠原病診断に役立つか2018

    • Author(s)
      坂本真樹
    • Organizer
      第10回RainbowMeeting
    • Related Report
      2018 Annual Research Report
    • Invited
  • [Book] I.医療AI入門 1.人工知能(AI)の基礎,これだけでわかる!医療AI2021

    • Author(s)
      坂本真樹
    • Total Pages
      218
    • Publisher
      中外医学社
    • ISBN
      449804892X
    • Related Report
      2020 Annual Research Report
  • [Book] New Frontiers in Artificial Intelligence2019

    • Author(s)
      1)Kazuhiro Kojima, Maki Sakamoto, Koji Mineshima, Ken Satoh (Eds.)
    • Total Pages
      494
    • Publisher
      Springer
    • ISBN
      9783030316044
    • Related Report
      2019 Annual Research Report
  • [Book] 五感を探るオノマトペ2019

    • Author(s)
      坂本真樹
    • Total Pages
      182
    • Publisher
      共立出版
    • ISBN
      9783030316044
    • Related Report
      2019 Annual Research Report
  • [Book] 感性情報学ーオノマトペから人工知能までー2018

    • Author(s)
      坂本真樹
    • Total Pages
      188
    • Publisher
      コロナ社
    • ISBN
      9784339028867
    • Related Report
      2018 Annual Research Report
  • [Remarks] 坂本・松倉研究室ホームページ

    • URL

      http://www.sakamoto-lab.hc.uec.ac.jp/

    • Related Report
      2020 Annual Research Report
  • [Remarks] 坂本真樹研究室

    • URL

      http://www.sakamoto-lab.hc.uec.ac.jp/

    • Related Report
      2019 Annual Research Report
  • [Remarks]

    • URL

      http://www.sakamoto-lab.hc.uec.ac.jp/

    • Related Report
      2018 Annual Research Report

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Published: 2018-04-23   Modified: 2024-12-25  

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