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Development and Implementation of Control Strategy for Artificial Hearts from the Aspect of Complex Systems and Artificial Life

Research Project

Project/Area Number 15300152
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Biomedical engineering/Biological material science
Research InstitutionNihon University (2005)
Tohoku University (2003-2004)

Principal Investigator

ABE Ken-ichi  Nihon Univ., Faculty of Eng., Prof., 工学部, 教授 (70005403)

Co-Investigator(Kenkyū-buntansha) NITTA Shin-ichi  Tohoku Univ, Inst.of Development, Aging and Cancer, Prof., 加齢医学研究所, 教授 (90101138)
MATSUKI Hidetoshi  Tohoku Univ., Grad.Sch.of Eng., Prof., 大学院・工学研究科, 教授 (70134020)
YOSHIZAWA Makoto  Tohoku Univ., Info.Synergy Center., Prof., 情報シナジーセンター, 教授 (60166931)
YAMBE Tomoyuki  Tohoku Univ, Inst.of Development, Aging and Cancer, Prof., 加齢医学研究所, 教授 (70241578)
HOMMA Tsuneyasu  Tohoku Univ., Sch.of Med., Assoc.Prof., 医学部, 助教授 (30282023)
Project Period (FY) 2003 – 2005
Project Status Completed (Fiscal Year 2005)
Budget Amount *help
¥16,900,000 (Direct Cost: ¥16,900,000)
Fiscal Year 2005: ¥1,700,000 (Direct Cost: ¥1,700,000)
Fiscal Year 2004: ¥4,000,000 (Direct Cost: ¥4,000,000)
Fiscal Year 2003: ¥11,200,000 (Direct Cost: ¥11,200,000)
Keywordsartificial heart / artificial life / complex system / neural network / transcutaneous energy transmission / continuous-flow pump / chaos / estimation / 創発的制御
Research Abstract

Strictly speaking, the cardiovascular system is a complex system with large-scale, multivariate, nonlinear and nonstationary characteristics. The purpose of this study was to develop control strategies for artificial hearts in consideration of the characteristics of the cardiovascular system regarded as a living system. The fruits yielded by this study are shown below.
First, we proposed a nonlinear model to simulate time trajectories of stroke volume and blood pressure by introducing a feedback effect reflecting autonomic nervous information based on heart rate variability. This model can generate a chaotic heart rate variability whose characteristic differs between rest and exercise conditions. The model seems to be adequate because responses of heart rate variability similar to the above one were found in a healthy human subject.
Secondly, we discussed whether the cardiac function of the natural heart can be estimated even in a complex system such as a circulatory system assisted by a … More ventricular assist device (VAD) using continuous-flow pump in which the VAD and the natural heart are competing against each other. The results obtained from animal experiments showed that an index Emax could be estimated to some extent in such a complex situation. It was also suggested that a dynamic model based on differential equation should be considered for analysis rather than a static model even if a continuous-flow VAD is used because beating components caused by the natural heart cannot be ignored.
Thirdly, we proposed a new method for estimating outflow of a continuous-flow VAD using an ARX model. It was ascertained that the accuracy of the proposed method remained on a practical level for two weeks in an animal experiment.
Finally, we developed a transcutaneous energy and signal transmission system by using a new special type of coil with a good decoupled characteristic between energy and information. An in vitro experiment indicated that the system is useful for applying to clinical situations because of its robustness against positional deviation. Less

Report

(4 results)
  • 2005 Annual Research Report   Final Research Report Summary
  • 2004 Annual Research Report
  • 2003 Annual Research Report
  • Research Products

    (48 results)

All 2006 2005 2004 2003 Other

All Journal Article (36 results) Book (6 results) Publications (6 results)

  • [Journal Article] 生体情報を利用した人工心臓の循環制御2005

    • Author(s)
      吉澤 誠
    • Journal Title

      循環制御 25(4)

      Pages: 342-347

    • NAID

      10014245761

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Project artificial myocardium2005

    • Author(s)
      Tomoyuki YAMBE
    • Journal Title

      Journal of Advanced Science 17(1&2)

      Pages: 118-125

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Automated drug delivery system to control systemic arterial pressure, cardiac output, and left heart filling pressure in acute decompensate heart failure2005

    • Author(s)
      K.Uemura
    • Journal Title

      J Appl Physiol 100(4)

      Pages: 1278-1286

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Synchronous rectification for contactless power supply utilizing Mn-Zn ferrite core coils2005

    • Author(s)
      H.Miura
    • Journal Title

      Journal of Applied Physics 97(10)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] A synchronous rectification Using a digital PLL technique for contactless power supplies2005

    • Author(s)
      Hidekazu Miura
    • Journal Title

      IEEE Transactions on Magnetics 41(10)

      Pages: 3997-3999

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Thermosensitive transformers as temperature and output power control device2005

    • Author(s)
      Yasuyuki Kakubari
    • Journal Title

      IEEE Transactions on Magnetics 41(10)

      Pages: 4045-4047

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Examination of circuit parameters for stable high efficiency TETS for artificial hearts2005

    • Author(s)
      Shinsuke Arai
    • Journal Title

      IEEE Transactions on Magnetics 41(10)

      Pages: 4170-4172

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Basic evaluation of signal transmission coil in transcutaneous magnetic telemetry system for artificial hearts2005

    • Author(s)
      T.Takura
    • Journal Title

      IEEE Transactions on Magnetics 41(10)

      Pages: 4173-4175

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] 脳と心による心臓の制御2005

    • Author(s)
      吉澤 誠
    • Journal Title

      BRAIN MEDICAL 17(4)

      Pages: 27-35

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Circulatory control of artificial hearts Using biological information2005

    • Author(s)
      Makoto Yoshizawa
    • Journal Title

      Junkan Seigyo (in Japanese) 25(4)

      Pages: 342-347

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Automated drug delivery system to control systemic arterial pressure, cardiac output, and left heart filling pressure in acute decompensated heart failure2005

    • Author(s)
      K.Uemura
    • Journal Title

      J Appl Physiol 100(4)

      Pages: 1278-1286

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] A synchronous rectification Using digital PLL technique for contactless power supplies2005

    • Author(s)
      Hidekazu Miura
    • Journal Title

      IEEE Transactions on Magnetics 41(10)

      Pages: 3997-3999

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Cardiac control by brain and emotion2005

    • Author(s)
      Makoto Yoshizawa
    • Journal Title

      BRAIN MEDICAL (in Japanese) 17(4)

      Pages: 27-35

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] A self-organizing neural network by dynamic and spatial changing weights2005

    • Author(s)
      Noriyasu Homma
    • Journal Title

      Applied Research in Uncertainty Modeling and Analysis (Nii O.Attoh-Okine, Bilal M.Ayyub (Eds.))(in Japanese)

      Pages: 19-30

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Artificial heart control beyond living systems2005

    • Author(s)
      Akira Tanaka
    • Journal Title

      Frontier of Artificial Organs and Regenerative Medicine )(Shunei Kyo, Akira Daito, Toshihiro Akaike (Eds.))(in Japanese)

      Pages: 287-291

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Non-blood contacting electro-hydraulic artificial myocardium (EHAM) improves the myocardial tissue perfusion2005

    • Author(s)
      Wang Q
    • Journal Title

      Technol Health Care 13・4

      Pages: 229-234

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Project artificial myocardium2005

    • Author(s)
      Tomoyuki YAMBE
    • Journal Title

      Journal of Advanced Science 17・1&2

      Pages: 118-125

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Moment based texture segmentation of intravascular ultrasound images2005

    • Author(s)
      Santos Filho
    • Journal Title

      Journal of Medical Ultrasonics 32・3

      Pages: 91-99

    • Related Report
      2005 Annual Research Report
  • [Journal Article] 脳と心による心臓の制御2005

    • Author(s)
      吉澤 誠
    • Journal Title

      Brain Medical 17・4

      Pages: 27-35

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Open-loop Analysis of Transfer Characteristics from Blood Pressure to Heart Rate Using an Effectively Total Artificial Heart2004

    • Author(s)
      Akira Tanaka
    • Journal Title

      Artificial Organs 28(1)

      Pages: 109-114

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Development of an implantable undulation type ventricular assist device for control of organ circulation2004

    • Author(s)
      T.Yambe
    • Journal Title

      Artificial Organs 28(10)

      Pages: 940-944

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Component engineering for an implantable system2004

    • Author(s)
      Q.Wang
    • Journal Title

      Artificial Organs 28(10)

      Pages: 869-873

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] カオス的遍歴現象を呈するモード遷移ダイナミクスモデル2004

    • Author(s)
      成田大気
    • Journal Title

      東北大学医学部保健学科紀要 13(2)

      Pages: 101-112

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Chaotic itinerant model of mode transition dynamics2004

    • Author(s)
      Taiki Narita
    • Journal Title

      Bulletin of Health Sciences, Tohoku University (in Japanese) 13(2)

      Pages: 101-112

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Mayer波帯域における脈波伝播時間-心拍数間の相互相関を用いた情動反応の定量化2004

    • Author(s)
      吉澤 誠
    • Journal Title

      循環制御 25・1

      Pages: 41-49

    • NAID

      10012695248

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Validity of the adaptive filter for accurate measurement of cardiac output in impedance cardiography2004

    • Author(s)
      Takashi Ono
    • Journal Title

      Tohoku Journal of Experimental Medicine 202

      Pages: 181-191

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Open-loop Analysis of Transfer Characteristics from Blood Pressure to Heart Rate Using. an Effectively Total Artificial Heart2004

    • Author(s)
      Akira Tanaka
    • Journal Title

      Artificial Organs 28・1

      Pages: 109-114

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Development of an implantable undulation type ventricular assist device for control of organ circulation2004

    • Author(s)
      Yambe Tomoyuki
    • Journal Title

      Artificial Organs 28・10

      Pages: 940-944

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Superimposing Neural Learning by Dynamic and Spatial Changing Weights2004

    • Author(s)
      Noriyasu Homma
    • Journal Title

      Int.J. of Artificial Life and Robotics 7・4

      Pages: 156-159

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Outflow control for avoiding atrial suction in a continuous flow total artificial heart2003

    • Author(s)
      Paul S.Olegario
    • Journal Title

      Artificial Organs 27(1)

      Pages: 92-98

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] In vivo test of pressure head and flow rate estimation in a continuous-flow artificial heart2003

    • Author(s)
      A.Tanaka
    • Journal Title

      Artificial Organs 27(1)

      Pages: 99-103

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Artificial baroreflex system makes deterministic chaos2003

    • Author(s)
      Tomoyuki Yambe
    • Journal Title

      Jap. J. Appl. Physiology 33

      Pages: 169-174

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Chaos attractors of ventricular elastance to evaluate cardiac performance2003

    • Author(s)
      Tomoyuki Yambe
    • Journal Title

      Artificial Organs 27(1)

      Pages: 104-107

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Recording vagal nerve activity for the control of an artificial heart system2003

    • Author(s)
      T.Yambe
    • Journal Title

      ASAIO J 49(6)

      Pages: 698-700

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] In vivo test of pressure head and flow rate estimation in a continuous-flow artificial heart2003

    • Author(s)
      Tanaka
    • Journal Title

      Artificial Organs 27(1)

      Pages: 99-103

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Artificial baroreflex system makes deterministic chaos2003

    • Author(s)
      Tomoyuki Yambe
    • Journal Title

      Jap.J.Appl.Physiology 33

      Pages: 169-174

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Book] Fuzzy Neural Network : An Introduction... Feature, Foundation and Applications2006

    • Author(s)
      M.M.Guputa
    • Publisher
      Springer(In press)
    • Related Report
      2005 Annual Research Report
  • [Book] Applied Research in Uncertainty Modeling and Analysis(Nii O. Attoh-Okine, Bilal M. Ayyub (Eds.))2005

    • Author(s)
      Noriyasu Homma
    • Publisher
      A self-organizing neural network by dynamic and spatial changing weights
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Book] 人工臓器・再生医療の最先端(許 俊鋭,斎藤 明,赤池敏宏 編集)2005

    • Author(s)
      田中 明
    • Publisher
      生体を超える人工臓器制御,
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Book] Self organizing neural network by dynamic and spatial changing weights, N.O.A. Okine and M.Ayyub(Eds.), Applied Research in Uncertainty Modeling and Analysis2005

    • Author(s)
      N.Homma
    • Publisher
      Springer
    • Related Report
      2005 Annual Research Report
  • [Book] 生体を超える人工臓器制御:人工臓器・再生医療の最先端(許 俊鋭・斎藤 明・赤池敏宏編集)2005

    • Author(s)
      田中 明
    • Publisher
      先端医療技術研究所
    • Related Report
      2005 Annual Research Report
  • [Book] A Self-Organizing Neural Network by Dynamic and Spatial Changing Weights(. O.Attoh-Okine and B.M.Ayyub(Eds.))Applied Research in Uncertainty Modeling and Analysis2004

    • Author(s)
      Noriyasu Homma
    • Total Pages
      545
    • Publisher
      Springer
    • Related Report
      2004 Annual Research Report
  • [Publications] Paul S.Olegario: "Outflow control for avoiding atrial suction in a continuous flow total artificial heart"Artificial Organs. 27・1. 92-98 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] Tanaka Akira: "In vivo test of pressure head and flow rate estimation in a continuous-flow artificial heart"Artificial Organs. 27・1. 99-103 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] Tomoyuki Yambe: "Chaos attractors of ventricular elastance to evaluate cardiac performance"Artificial Organs. 27・1. 104-107 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] Y.Kakubari: "Temperature control of SMA artificial anal sphincter"IEEE Transactions on magnetics. 39・5. 3384-3386 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] 酒井正夫: "同時リカレントネットワークによる不連続な非線形関数の統計的近似学習法"計測自動制御学会論文集. 39・6. 600-606 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] M.M.Gupta: "Static and Dynamic Neural Networks : From Fundamentals to Advanced Theory"IEEE Press & Wiley. 750 (2003)

    • Related Report
      2003 Annual Research Report

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Published: 2003-04-01   Modified: 2016-04-21  

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