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Verification of high accuracy detection system based on wavelet transform for ECGs

Research Project

Project/Area Number 25420443
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Control engineering/System engineering
Research InstitutionThe University of Tokushima

Principal Investigator

Oya Hidetoshi  徳島大学, ソシオテクノサイエンス研究部, 准教授 (30361835)

Co-Investigator(Kenkyū-buntansha) Nakano Kazushi  電気通信大学, 大学院情報理工学研究科, 教授 (90136531)
Yamaguchi Yoshihiro  杏林大学, 医学部, 教授 (10210379)
Project Period (FY) 2013-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥5,070,000 (Direct Cost: ¥3,900,000、Indirect Cost: ¥1,170,000)
Fiscal Year 2015: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2014: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2013: ¥2,210,000 (Direct Cost: ¥1,700,000、Indirect Cost: ¥510,000)
Keywords高精度識別システム / 心室細動 / 心室頻拍 / 無脈性電気活動 / 正常洞調律 / 除細動 / ウェーブレット解析 / 無脈静電気活動 / 電気的除細動 / 自己心拍再開 / ウェーブレット変換 / 識別アルゴリズム / 心電図波形
Outline of Final Research Achievements

Currently, AEDs are installed in train stations, airports and so on. AEDs analyze the electrocardiogram (ECG) and recognize whether an electrical shock should be applied or not, i.e. the performance of detection algorithms in AEDs is of great importance. However, accurate, quick and reliable detection of ventricular arrhythmia is not easy, and thus many researchers are now tackling the development of ECG detection systems.
On the other hand, we have proposed a high accuracy detection system based on wavelet transform for ECGs (Grant-in-Aid for Scientific Research (C)). The objective in this study is that the proposed system is to be in practical use. The work scheduled in the research period has been completed, i.e. we have evaluated the efficiency of the proposed detection system. The proposed system can achieve good performance comparing with the existing results. Thus the proposed detection system can improve the survival rate for patients suffering from sudden cardiac arrest.

Report

(4 results)
  • 2015 Annual Research Report   Final Research Report ( PDF )
  • 2014 Research-status Report
  • 2013 Research-status Report
  • Research Products

    (4 results)

All 2015 2014 2013

All Journal Article (1 results) (of which Peer Reviewed: 1 results,  Acknowledgement Compliant: 1 results) Presentation (3 results)

  • [Journal Article] An Wavelet Transform-Based Discrimination Algorithm for Electrocardiogram2014

    • Author(s)
      Yoshihide Onishi, Hidetoshi Oya, Yuki Nishida, Yoshihiro Ogino, Kazushi Nakano, Yoshihiro Yamaguchi, Hiroshi Miyauchi and Takayuki Okai
    • Journal Title

      Proceedings of Asia-Pacific Signal and Information Processing Association Annual Submit and Conference 2014 (APSIPA ASC 2014), USB (ID:1107), Siem Reap, CAMBODIA(2014)

      Volume: --

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Presentation] ウェーブレット変換に基づく心電図波形の特徴解析と NSI を用いた識別アルゴリズム2015

    • Author(s)
      富田英里久,大屋英稔
    • Organizer
      2015 年度計測自動制御学会四国支部学術講演会
    • Place of Presentation
      東京都市大学世田谷キャンパス
    • Year and Date
      2015-11-28
    • Related Report
      2015 Annual Research Report
  • [Presentation] スペクトルの特徴量を用いた電気的除細動の効果の予測2015

    • Author(s)
      荻野義大,中野和司,舩戸徹郎,大屋英稔,大西慶秀,西田祐気
    • Organizer
      電気学会全国大会
    • Place of Presentation
      東京都市大学(東京都世田谷区)
    • Year and Date
      2015-03-25
    • Related Report
      2014 Research-status Report
  • [Presentation] ウェーブレット変換に基づく心電図波形の特徴解析と識別アルゴリズム2013

    • Author(s)
      大西 慶秀, 大屋 英稔, 中野 和司
    • Organizer
      平成25年度電気学会電子・情報・システム部門大会
    • Place of Presentation
      北見工業大学(北海道北見市)
    • Related Report
      2013 Research-status Report

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Published: 2014-07-25   Modified: 2019-07-29  

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