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Development of Multi-Channel Heart Sound Measuring and Analysis System for Diagnosis of Heart Defects

Research Project

Project/Area Number 24560261
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Dynamics/Control
Research InstitutionYamaguchi University

Principal Investigator

JIANG Zhongwei  山口大学, 理工学研究科, 教授 (60225357)

Project Period (FY) 2012-04-01 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥5,460,000 (Direct Cost: ¥4,200,000、Indirect Cost: ¥1,260,000)
Fiscal Year 2014: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2013: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Fiscal Year 2012: ¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
Keywords音響情報・制御 / 心音解析 / 心疾患診断支援 / 時間周波数解析法 / 心雑音評価指数 / サポートベクトルマシン / 楕円モデル近似境界線法 / 多点同時心音計測 / デジタルフィルター / 心音採集 / データ解析 / 心疾患の判別 / データベース / 聴診音解析 / 信号処理 / データ採集
Outline of Final Research Achievements

In this study, a multi-channel cardiac sound measuring system and the analysis method for diagnosis of heart diseases based on cardiac auscultation were developed. By cooperating with oversee research group we have collected a lot of heart sounds from various types of heart diseases. We have tried to analyze these four synchronous heart sound data in detail which has not been done by other researchers. In order to achieve high quality analysis resolution, we have developed several new signal processing techniques and algorithms for identifying heart diseases, also the GUI tools were developed for physicians or general users. Furthermore the proposed multi-channel heart sound analysis method and heart feature parameters were validated by analyzing the clinic data.

Report

(4 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Research-status Report
  • 2012 Research-status Report
  • Research Products

    (17 results)

All 2014 2013 2012

All Journal Article (5 results) (of which Peer Reviewed: 5 results,  Acknowledgement Compliant: 2 results) Presentation (11 results) (of which Invited: 1 results) Patent(Industrial Property Rights) (1 results)

  • [Journal Article] Automatic moment segmentation and peakdetection analysis of heart sound pattern viashort-time modified Hilbert transform2014

    • Author(s)
      Shuping Sun, Zhongwei Jiang, Haibin Wang, Yu Fang
    • Journal Title

      Computer Methods and Programs in Biomedicine

      Volume: 114 Issue: 3 Pages: 219-230

    • DOI

      10.1016/j.cmpb.2014.02.004

    • Related Report
      2014 Annual Research Report 2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Segmentation-based heart sound feature extraction combined with classifier models for a VSD diagnosis system2014

    • Author(s)
      Shuping Sun, Haibin Wang, Zhongwei Jiang, Yu Fang, Ting Tao
    • Journal Title

      Expert Systems with Applications

      Volume: 41 Issue: 4 Pages: 1769-1780

    • DOI

      10.1016/j.eswa.2013.08.076

    • Related Report
      2014 Annual Research Report 2013 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] New Approach on Analysis of Pathologic Cardiac Murmurs Based on WPD Energy Distribution2014

    • Author(s)
      Zhongwei Jiang, Ting Tao, Haibin Wang
    • Journal Title

      Journal of Healthcare Engineering

      Volume: 5 Issue: 4 Pages: 375-392

    • DOI

      10.1260/2040-2295.5.4.375

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Heart Sound Feature Parameters Distribution and Support Vector Machine-Based Classification Boundary Determination Method for Ventricular Septal Defect Auscultation2012

    • Author(s)
      Shuping SUN, Zhongwei JIANG, Haibin WANG, Yu FANG and Ting TAO
    • Journal Title

      Journal of Computational Science and Technology

      Volume: 6 Issue: 3 Pages: 198-206

    • DOI

      10.1299/jcst.6.198

    • NAID

      130003368063

    • ISSN
      1881-6894
    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Sleep-wake stages classification and sleep efficiency estimation using single-lead electrocardiogram2012

    • Author(s)
      Mourad Adnane, Zhongwei Jiang, Zhonghong Yan
    • Journal Title

      Expert Systems with Applications

      Volume: 39 Issue: 1 Pages: 1401-1413

    • DOI

      10.1016/j.eswa.2011.08.022

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Presentation] Multichannel Cardiac Sounds In-home Measuring System for Monitoring Children’s Congenital Heart Disease2014

    • Author(s)
      Ting Tao, Zhongwei Jiang, Yu Fang, Haibin Wang
    • Organizer
      MAGDA 2014
    • Place of Presentation
      高松市、サンポートホール高松
    • Year and Date
      2014-12-04 – 2014-12-06
    • Related Report
      2014 Annual Research Report
  • [Presentation] Study on Sleeping Condition Monitoring by Measuring Breath Sound2014

    • Author(s)
      Keigo Honda, Zhongwei Jiang, Minoru Morita
    • Organizer
      ICIARE2014
    • Place of Presentation
      Jeonju, Korea
    • Year and Date
      2014-11-30 – 2014-12-03
    • Related Report
      2014 Annual Research Report
  • [Presentation] Study on Automatics Snoring Extraction Method for Obstructive Sleep Apnea Analysis2014

    • Author(s)
      Yu Fang, Zhongwei Jiang, Zhonghong Yan, Haibin Wnag
    • Organizer
      ICIARE2014
    • Place of Presentation
      Jeonju, Korea
    • Year and Date
      2014-11-30 – 2014-12-03
    • Related Report
      2014 Annual Research Report
  • [Presentation] 心室中隔欠損診断支援用心音解析方法の開発2014

    • Author(s)
      江 鐘偉
    • Organizer
      第37回日本生体医工学会中国四国支部講演会
    • Place of Presentation
      岡山市、岡山大学
    • Year and Date
      2014-10-04
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] Analysis of Congenital Heart Sound Based on Envelope Waveform in Time-domain2013

    • Author(s)
      Ting TAO, Zhongwei JIANG, Haibin WANG, Shuping uping SUN, Yu FANG
    • Organizer
      International Conference on Innovative Reaserch and Education
    • Place of Presentation
      China, Dalian
    • Related Report
      2013 Research-status Report
  • [Presentation] Diagnosis of Ventricular Septal Defect Based on Mel Frequency Cepstrum Analysis2013

    • Author(s)
      Yu FANG, Zhongwei JIANG, Haibin WANG, Shuping uping SUN, Ting TAO
    • Organizer
      International Conference on Innovative Reaserch and Education
    • Place of Presentation
      China, Dalian
    • Related Report
      2013 Research-status Report
  • [Presentation] 日常生活における心音の計測と解析に関する研究2013

    • Author(s)
      麻生 勇太,江 鐘偉
    • Organizer
      日本機械学会中国四国学生会第43回学生員卒業研究発表講演会
    • Place of Presentation
      高知工科大学(香美市)
    • Related Report
      2012 Research-status Report
  • [Presentation] 睡眠計測のための呼吸高調波変換装置の開発2013

    • Author(s)
      廣石陽介, 松本佳昭, 江鐘偉
    • Organizer
      日本機械学会中国四国学生会第43回学生員卒業研究発表講演会
    • Place of Presentation
      高知工科大学(香美市)
    • Related Report
      2012 Research-status Report
  • [Presentation] マイクを利用した睡眠時呼吸モニタリング装置の研究開発2013

    • Author(s)
      本田 圭吾, 江 鐘偉, 松本 佳昭
    • Organizer
      日本機械学会中国四国学生会第43回学生員卒業研究発表講演会
    • Place of Presentation
      高知工科大学(香美市)
    • Related Report
      2012 Research-status Report
  • [Presentation] 多点心音解析を用いた心機能評価に関する研究2013

    • Author(s)
      永野勝哉,江 鐘偉,森田 実
    • Organizer
      日本機械学会中国四国支部第51期 総会・講演会
    • Place of Presentation
      高知工科大学(香美市)
    • Related Report
      2012 Research-status Report
  • [Presentation] HEART SOUND ANALYSIS BASED ON MEL FREQUENCY CEPSTRUM COEFFICIENTS2012

    • Author(s)
      Yu Fang, Haibin Wang, Shuping Sun, Zhongwei Jiang
    • Organizer
      International Conference on Innovative Design and Manufacturing,
    • Place of Presentation
      台北(台湾)
    • Related Report
      2012 Research-status Report
  • [Patent(Industrial Property Rights)] 聴診心音信号の処理方法、聴診心音信号の処理装置及び聴診心音信号を処理するためのプログラム2013

    • Inventor(s)
      江 鐘偉、王 海濱、孫 樹平
    • Industrial Property Rights Holder
      国立大学法人山口大学
    • Industrial Property Rights Type
      特許
    • Industrial Property Number
      2013-119147
    • Filing Date
      2013-06-05
    • Related Report
      2013 Research-status Report

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Published: 2013-05-31   Modified: 2019-07-29  

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