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Biosignal Analysis for Screening Dysphagia in daytime and nighttime based on Pattern recognition

Research Project

Project/Area Number 16K01546
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Rehabilitation science/Welfare engineering
Research InstitutionHimeji Dokkyo University (2018)
Hyogo Medical University (2016-2017)

Principal Investigator

Yagi Naomi  姫路獨協大学, 医療保健学部, 准教授 (40731708)

Co-Investigator(Kenkyū-buntansha) 越久 仁敬  兵庫医科大学, 医学部, 教授 (20252512)
永見 慎輔  川崎医療福祉大学, 医療技術学部, 助教 (60744042)
Project Period (FY) 2016-04-01 – 2019-03-31
Project Status Completed (Fiscal Year 2018)
Budget Amount *help
¥4,680,000 (Direct Cost: ¥3,600,000、Indirect Cost: ¥1,080,000)
Fiscal Year 2018: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2017: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Fiscal Year 2016: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Keywords嚥下障害 / 生体信号解析 / パターン認識 / 誤嚥 / スクリーニング
Outline of Final Research Achievements

Swallowing function was evaluated in three groups of subjects classified as the healthy subject group (75.0 ± 6.1 years old, 56-92 years old, 21 men and 248 women), the group with possibility of dysphagia (75.9 ± 6.6 years old, 66-96 years old, 3 men, 21 women), and the dysphagia group (73.3 ± 9.9 years old, 55 to 89 years old, 15 men, 15 women) (p = 0.324). As the result of investigating how the respiratory rhythm is reset by the swallowing event, it was clarified that 1) In the healthy group and the dysphagia group, it is possible that the breathing swallowing pattern may be broken if the timing of swallowing is early or late. 2) The timing of swallowing in the dysphagia group is delayed compared to that in the healthy subjects group. 3) In the dysphagia group, the respiratory rest period strongly associated with swallowing latency is extended.

Academic Significance and Societal Importance of the Research Achievements

本研究では、音情報、呼吸情報、喉頭運動情報から抽出された特徴量を用いてパターン認識理論に基づく組み合わせアルゴリズムを構築することは従来研究では例がなく生体情報を処理する上では学術的に新規性が高いものであった。本システムは、人間にとって優しく非侵襲、非拘束なシステムであり、X線造影で検査不能な「日中、夜間を問わない日常の嚥下モニタリング」を実施できる。患者と医療従事者双方の身体、心理的負担を軽減させ、超高齢化社会の健康管理にも役立てることで一人ひとりが安心して元気で暮らすことができる社会を実現させる。本研究は「未来の健康を創造する先制医療」に貢献し、非常に独創的で社会的に大きな意味を持つ。

Report

(4 results)
  • 2018 Annual Research Report   Final Research Report ( PDF )
  • 2017 Research-status Report
  • 2016 Research-status Report
  • Research Products

    (10 results)

All 2018 2017 2016

All Journal Article (4 results) (of which Int'l Joint Research: 1 results,  Peer Reviewed: 4 results,  Open Access: 3 results,  Acknowledgement Compliant: 1 results) Presentation (6 results) (of which Int'l Joint Research: 4 results,  Invited: 3 results)

  • [Journal Article] Using Machine Learning and a Combination of Respiratory Flow, Laryngeal Motion, and Swallowing Sounds to Classify Safe and Unsafe Swallowing2018

    • Author(s)
      Katsufumi Inoue, Michifumi Yoshioka, Naomi Yagi, Shinsuke Nagami, Yoshitaka Oku
    • Journal Title

      IEEE Transactions on Biomedical Engineering

      Volume: 19 February 2018 Issue: 11 Pages: 1-1

    • DOI

      10.1109/tbme.2018.2807487

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Inappropriate Timing of Swallow in the Respiratory Cycle Causes Breathing Swallowing Discoordination2017

    • Author(s)
      Yagi Naomi、Oku Yoshitaka、Nagami Shinsuke、Yamagata Yoshie、Kayashita Jun、Ishikawa Akira、Domen Kazuhisa、Takahashi Ryosuke
    • Journal Title

      Frontiers in Physiology

      Volume: 8 Pages: 1-11

    • DOI

      10.3389/fphys.2017.00676

    • NAID

      120006358592

    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Breathing swallowing discoordination is associated with frequent exacerbations of COPD2017

    • Author(s)
      Nagami Shinsuke、Oku Yoshitaka、Yagi Naomi、Sato Susumu、Uozumi Ryuji、Morita Satoshi、Yamagata Yoshie、Kayashita Jun、Tanimura Kazuya、Sato Atsuyasu、Takahashi Ryosuke、Muro Shigeo
    • Journal Title

      BMJ Open Respiratory Research

      Volume: 4 Issue: 1 Pages: e000202-e000202

    • DOI

      10.1136/bmjresp-2017-000202

    • NAID

      120006355759

    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] A noninvasive swallowing measurement system using a combination of respiratory flow, swallowing sound, and laryngeal motion2016

    • Author(s)
      N. Yagi, S. Nagami, M. K. Lin, T. Yabe, M. Itoda, T. Imai, Y. Oku
    • Journal Title

      Medical & Biological Engineering & Computing Journal

      Volume: - Issue: 6 Pages: 1-17

    • DOI

      10.1007/s11517-016-1561-2

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
  • [Presentation] Investigation on Swallowing Disorder in Biometric Data Measurement2017

    • Author(s)
      Naomi Yagi
    • Organizer
      the 6th International Conference on Informatics, Electronics & Vision & 7th International Symposium in Computational Medical and Health Technology
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Inspiration before or after Swallow - Predisposition to Aspiration and Exacerbation?2017

    • Author(s)
      Y. Oku, N. Yagi, S. Nagami
    • Organizer
      7th European Society for Swallowing Disorders Congress
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] Swallow Evaluation System2016

    • Author(s)
      Naomi Yagi
    • Organizer
      The 6th International Conference on Electronics, Communications and Networks
    • Place of Presentation
      Macau University of Science and Technology(マカオ)
    • Year and Date
      2016-12-11
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] 嚥下音・喉頭変位呼吸圧データに基づく障害判定の検討2016

    • Author(s)
      井上勝文, 吉岡理文, 八木直美, 永見慎輔, 上野博司, 越久仁敬
    • Organizer
      第12回日本神経筋疾患摂食・嚥下・栄養研究会
    • Place of Presentation
      とりぎん文化会館(鳥取県鳥取市)
    • Year and Date
      2016-10-22
    • Related Report
      2016 Research-status Report
  • [Presentation] Bioinformation Measurement for Dysphagia2016

    • Author(s)
      Naomi Yagi
    • Organizer
      2016 International Conference on Machine Learning and Cybernetics and 2016 International Conference on Wavelet Analysis and Pattern Recognition
    • Place of Presentation
      Maison Glad Hotel(済州島・韓国)
    • Year and Date
      2016-07-10
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] MCI患者における嚥下機能の変化2016

    • Author(s)
      濱口達也, 高田柚乃加, 松枝沙弥香, 高田優, 八木直美, 永見慎輔, 岡田雅博, 越久仁敬
    • Organizer
      第2回淡路島早期認知症研究会学術集会
    • Place of Presentation
      しづかホール(兵庫県淡路市)
    • Related Report
      2016 Research-status Report

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Published: 2016-04-21   Modified: 2020-03-30  

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