• Search Research Projects
  • Search Researchers
  • How to Use
  1. Back to previous page

Fundamental Research on Probabilistic Risk Analysis for Developing Diseases

Research Project

Project/Area Number 24650147
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Statistical science
Research InstitutionUniversity of Tsukuba

Principal Investigator

KONNO HIDETOSHI  筑波大学, システム情報系, 教授 (20134207)

Project Period (FY) 2012-04-01 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥3,900,000 (Direct Cost: ¥3,000,000、Indirect Cost: ¥900,000)
Fiscal Year 2014: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2013: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2012: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Keywords疾病の発症過程 / イオンチャネルモデル / 疾患モデル化 / 非線形確率過程 / 確率分岐 / パラメータ推定 / 記憶効果 / 疾患マーカー / 疾患マーカ
Outline of Final Research Achievements

In this project, we have studied 1D and 2D partial differential equation models with cell structure having ion-channels ① to extract the essential factors for developing diseases (various heart failures, neurological diseases), ② to quantify the features of complex space-time dynamical aspects of them on the basis of probabilistic risk analysis approach, and ③ to construct the fundamental physical and mathematical aspects for developing disease. Intermittent dynamics of phase-singularities and of complex spatio-temporal variations around them exhibit non-Gaussian distributions with long-memory under the influence of multiplicative noise. We have found various new features of dynamics of singularities by numerical simulation of models for heart failures and neural diseases. Also, we have constructed new stochastic methods/models with non-Gaussian and non-Markovian natures under the influence of multiplicative and additive noises for describing the dynamics of phase-singularities.

Report

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

    (42 results)

All 2015 2014 2013 2012

All Journal Article (21 results) (of which Peer Reviewed: 11 results,  Acknowledgement Compliant: 8 results) Presentation (21 results)

  • [Journal Article] Anomalous velocity fluctuation in one-dimensional defect turbulence2015

    • Author(s)
      Y. Uchiyama, T. Kadoya and H. Konno
    • Journal Title

      Phys. Rev. E

      Volume: 91 Issue: 2 Pages: 0221271-6

    • DOI

      10.1103/physreve.91.022127

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Non-Markovian Brownian motion with long-memory having Basset and non-Basset terms2015

    • Author(s)
      H. Konno and Y. Uchiyama
    • Journal Title

      Proc. of the 46th ISCIE International Symposium on Stochastic Theory and Its Applications

      Volume: 1

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Time series analysis of heart beat R-R interval based on a generalized hyper Gamma distribution2015

    • Author(s)
      T. Kadoya, Y. Uchiyama and H. Konno
    • Journal Title

      Proc. of the 46th ISCIE International Symposium on Stochastic Theory and Its Applications

      Volume: 1

    • NAID

      130005107452

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] 記憶のあるブラウン運動における記憶関数の同定と逆問題2015

    • Author(s)
      金野秀敏、内山祐介
    • Journal Title

      統計数理研究所共同研究リポート「非侵襲生体信号の解析・モデル化技術とその周辺 II」

      Volume: 331 Pages: 31-39

    • Related Report
      2014 Annual Research Report
    • Acknowledgement Compliant
  • [Journal Article] 大局結合のあるMorris-Lecar モデルにおけるPragmatic Informationの確率過程2015

    • Author(s)
      宮田孟、金野秀敏
    • Journal Title

      統計数理研究所共同研究リポート「ダイナミカルバイオインフォマテイックスの展開III」

      Volume: 333 Pages: 39-46

    • Related Report
      2014 Annual Research Report
    • Acknowledgement Compliant
  • [Journal Article] 一般化ハイパーガンマ過程を用いた逆温度分布の統一的定量化2015

    • Author(s)
      角屋貴則、内山祐介、金野秀敏
    • Journal Title

      統計数理研究所共同研究リポート「ダイナミカルバイオインフォマテイックスの展開III」

      Volume: 33 Pages: 47-52

    • Related Report
      2014 Annual Research Report
    • Acknowledgement Compliant
  • [Journal Article] 散逸場の特異点ダイナミクスにおける長期記憶効果2015

    • Author(s)
      内山祐介、金野秀敏
    • Journal Title

      統計数理研究所共同研究リポート「ダイナミカルバイオインフォマテイックスの展開III」

      Volume: 333 Pages: 73-78

    • Related Report
      2014 Annual Research Report
    • Acknowledgement Compliant
  • [Journal Article] 心筋膜の心室細動を模擬する特異点の生成死滅過程とその物理機構2015

    • Author(s)
      金野秀敏、鈴木章夫、内山祐介
    • Journal Title

      統計数理研究所共同研究リポート「ダイナミカルバイオインフォマテイックスの展開III」

      Volume: 333 Pages: 79-87

    • Related Report
      2014 Annual Research Report
    • Acknowledgement Compliant
  • [Journal Article] Composite Fractional Time Evolutions of Cumulants in Fractional Generalized Birth Processes2014

    • Author(s)
      Hidetoshi Konno and Imre Pazsit
    • Journal Title

      Advanced Studies in Theoretical Physics

      Volume: 82 Pages: 195-213

    • DOI

      10.12988/astp.2014.312143

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Superstatistics and System Identification for A Class of Generalized Cauchy Processes2014

    • Author(s)
      Hidetoshi Konno, Yusuke Uchiyama and Imre Pazsit
    • Journal Title

      Proceeding of the 45th ISCIE International Symposium on Stochastic Systems Theory and Its Applications

      Volume: 1 Pages: 1-11

    • NAID

      130007377510

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] 一般化コーシー過程に付随した確率過程について2014

    • Author(s)
      金野秀敏、内山祐介、Pazsit Imre
    • Journal Title

      統計数理研究所共同研究リポート「ダイナミカルバイオインフォマティクスの展開II」

      Volume: 312 Pages: 90-99

    • Related Report
      2013 Research-status Report
  • [Journal Article] フラクショナル生成死滅過程の数理と臨界揺らぎ特性2014

    • Author(s)
      金野秀敏、Pazsit Imre
    • Journal Title

      統計数理研究所共同研究リポート「非侵襲生体信号の解析・モデル化技術とその周辺」

      Volume: 310 Pages: 6-12

    • Related Report
      2013 Research-status Report
  • [Journal Article] 複素Ginzburg-Landau 方程式に現れる時空パターンの統計数理2014

    • Author(s)
      内山祐介、金野秀敏
    • Journal Title

      統計数理研究所共同研究リポート「ダイナミカルバイオインフォマティクスの展開II」

      Volume: 312 Pages: 112-117

    • Related Report
      2013 Research-status Report
  • [Journal Article] Birth-death process of local structures in defect turbulence described by the one-dimensional complex Ginzburg-Landau equation2014

    • Author(s)
      Yusuke Uchiyama and Hidetoshi Konno
    • Journal Title

      Physics Letters A

      Volume: 378 Issue: 20 Pages: 1350-1355

    • DOI

      10.1016/j.physleta.2014.03.002

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Log-amplitude statistics for Beck-Cohen superstatistics2013

    • Author(s)
      K. Kiyono, H. Konno
    • Journal Title

      Phys. Rev. E

      Volume: 87 Issue: 5 Pages: 0521041-10

    • DOI

      10.1103/physreve.87.052104

    • NAID

      120007136954

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Transient Population Dynamics of Phase Singularities in 2D Beeler-Reuter Model2013

    • Author(s)
      Hidetoshi Konno and Akio Suzuki
    • Journal Title

      International Journal of Mechanical Industrial Science and Engineering

      Volume: 7 Pages: 32-37

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] 心臓疾患発症過程解析のための新しい縮約イオンチャネルモデルとその特性評価2013

    • Author(s)
      金野秀敏、内山祐介
    • Journal Title

      統計数理研究所共同研究リポート

      Volume: 294 Pages: 35-44

    • Related Report
      2012 Research-status Report
  • [Journal Article] 確率predator-prey モデルを用いた心室細動発症過程の特徴抽出2013

    • Author(s)
      金野秀敏、鈴木章夫、内山祐介
    • Journal Title

      統計数理研究所共同研究リポート

      Volume: 294 Pages: 45-53

    • Related Report
      2012 Research-status Report
  • [Journal Article] On the Nature of Fluctuations Associated with Fractional Poisson Process2012

    • Author(s)
      Hidetoshi Konno
    • Journal Title

      Advanced Studies in Theoretical Physics

      Volume: 6 Pages: 1039-1058

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Characterization of Ventricular Fibrillation in 2D Beeler-Reuter Model2012

    • Author(s)
      Hidetoshi Konno, Akio Suzuki and Yusuke Uchiyama
    • Journal Title

      Proceeding of 20th Australian Institute of Physics Congress

      Volume: 1

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Statistical Analysis of 1D Complex Ginzburg-Landau Equation2012

    • Author(s)
      Yusuke Uchiyama and Hidetoshi Konno
    • Journal Title

      Proceeding of 20th Australian Institute of Physics Congress

      Volume: 1

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Presentation] 大局結合1次元Morris-Lecar Model のキメラ状態と関連した非線形揺動特性2015

    • Author(s)
      宮田孟、金野秀敏
    • Organizer
      力学系の応用研究会
    • Place of Presentation
      京都大学(京都)
    • Year and Date
      2015-03-28 – 2015-03-29
    • Related Report
      2014 Annual Research Report
  • [Presentation] 大局結合のある2次元Morris-Lecar Model における回転らせん波と特異点のダイナミクス2015

    • Author(s)
      桑原惇、宮田孟、金野秀敏
    • Organizer
      力学系の応用研究会
    • Place of Presentation
      京都大学(京都)
    • Year and Date
      2015-03-28 – 2015-03-29
    • Related Report
      2014 Annual Research Report
  • [Presentation] 神経回路網の平均場モデルに現れる不規則運動の時系列解析2015

    • Author(s)
      内山祐介、金野秀敏、Robert Kozma
    • Organizer
      力学系の応用研究会
    • Place of Presentation
      京都大学(京都)
    • Year and Date
      2015-03-28 – 2015-03-29
    • Related Report
      2014 Annual Research Report
  • [Presentation] 記憶のあるブラウン運動における記憶関数の同定と逆問題2014

    • Author(s)
      金野秀敏、内山祐介
    • Organizer
      統計数理研究所共同研究集会、 非侵襲生体信号の解析・モデル化技術とその周辺
    • Place of Presentation
      統計数理研究所(東京都立川市)
    • Year and Date
      2014-11-05 – 2014-11-06
    • Related Report
      2014 Annual Research Report
  • [Presentation] Non-Markovian Brownian motion with long-memory having Basset and non-Basset type terms2014

    • Author(s)
      H. Konno and Y. Ychiyama
    • Organizer
      The 46th ISCIE International Symposium on Stochastic Theory and Its Applications
    • Place of Presentation
      京都工芸繊維大学(京都)
    • Year and Date
      2014-11-01 – 2014-11-02
    • Related Report
      2014 Annual Research Report
  • [Presentation] Time series analysis of heart beat R-R interval Based on a generalized hyper Gamma distribution2014

    • Author(s)
      T. Kadoya, Y. Uchiyama and H. Konno
    • Organizer
      The 46th ISCIE International Symposium on Stochastic Theory and Its Applications
    • Place of Presentation
      京都工芸繊維大学(京都)
    • Year and Date
      2014-11-01 – 2014-11-02
    • Related Report
      2014 Annual Research Report
  • [Presentation] 大局結合のあるMorris-Lecar モデルにおけるPragmatic Informationの確率過程2014

    • Author(s)
      宮田孟、金野秀敏
    • Organizer
      統計数理研究所共同研究集会 ダイナミカルバイオインフォマテイックスの展開(III)
    • Place of Presentation
      統計数理研究所(東京都立川市)
    • Year and Date
      2014-09-18 – 2014-09-19
    • Related Report
      2014 Annual Research Report
  • [Presentation] 一般化ハイパーガンマ過程を用いた逆温度分布の統一的定量化2014

    • Author(s)
      角屋貴則、内山祐介、金野秀敏
    • Organizer
      統計数理研究所共同研究集会 ダイナミカルバイオインフォマテイックスの展開(III)
    • Place of Presentation
      統計数理研究所(東京都立川市)
    • Year and Date
      2014-09-18 – 2014-09-19
    • Related Report
      2014 Annual Research Report
  • [Presentation] 散逸場の特異点ダイナミクスにおける長期記憶効果2014

    • Author(s)
      内山祐介、金野秀敏
    • Organizer
      統計数理研究所共同研究集会 ダイナミカルバイオインフォマテイックスの展開(III)
    • Place of Presentation
      統計数理研究所(東京都立川市)
    • Year and Date
      2014-09-18 – 2014-09-19
    • Related Report
      2014 Annual Research Report
  • [Presentation] 心筋膜の心室細動を模擬する特異点の生成消滅過程とその物理的機構2014

    • Author(s)
      金野秀敏、鈴木章夫、内山祐介
    • Organizer
      統計数理研究所共同研究集会 ダイナミカルバイオインフォマテイックスの展開(III)
    • Place of Presentation
      統計数理研究所(東京都立川市)
    • Year and Date
      2014-09-18 – 2014-09-19
    • Related Report
      2014 Annual Research Report
  • [Presentation] Transient Population Dynamics of Phase Singularities in 2D Beeler-Reuter Model2013

    • Author(s)
      Hidetoshi Konno and Akio Suzuki
    • Organizer
      World Academy of Science, Engineering and Technology, International Conference on Complex Systems
    • Place of Presentation
      Amsterdam
    • Related Report
      2013 Research-status Report
  • [Presentation] Statistical Description of Wave Interactions in 1D Defect Turbulence2013

    • Author(s)
      Yusuke Uchiyama and Hidetoshi Konno
    • Organizer
      World Academy of Science, Engineering and Technology, International Conference on Complex Systems
    • Place of Presentation
      Amsterdam
    • Related Report
      2013 Research-status Report
  • [Presentation] 一般化コーシー過程に付随した確率過程について2013

    • Author(s)
      金野秀敏、内山祐介、Pazsit Imre
    • Organizer
      共同研究集会「ダイナミカルバイオインフォマテイックスの展開II」
    • Place of Presentation
      統計数理研究所(立川)
    • Related Report
      2013 Research-status Report
  • [Presentation] 複素Ginzburg-Landau 方程式に現れる時空パターンの統計数理2013

    • Author(s)
      内山祐介、金野秀敏
    • Organizer
      共同研究集会「ダイナミカルバイオインフォマテイックスの展開II」
    • Place of Presentation
      統計数理研究所(立川)
    • Related Report
      2013 Research-status Report
  • [Presentation] Superstatistics and System Identification for A Class of Generalized Cauchy Processes2013

    • Author(s)
      Hidetoshi Konno, Yusuke Uchiyama and Imre Pazsit
    • Organizer
      The 45th ISCIE International Symposium on Stochastic Systems Theory and Its Applications
    • Place of Presentation
      琉球大学(沖縄)
    • Related Report
      2013 Research-status Report
  • [Presentation] Velocity Fluctuation of Hole in 1D Defect Turbulence2013

    • Author(s)
      Yusuke Uchiyama and Hidetoshi Konno
    • Organizer
      The 45th ISCIE International Symposium on Stochastic Systems Theory and Its Applications
    • Place of Presentation
      琉球大学(沖縄)
    • Related Report
      2013 Research-status Report
  • [Presentation] 確率predator-prey モデルを用いた心室細動発症過程の特徴抽出2012

    • Author(s)
      金野秀敏、鈴木章夫、内山祐介
    • Organizer
      統計数理研究所共同研究集会「ダイナミカルバイオインフォマテイックスの展開」
    • Place of Presentation
      統計数理研究所、立川
    • Related Report
      2012 Research-status Report
  • [Presentation] 心臓疾患発症過程解析のための新しい縮約イオンチャネルモデルとその特性評価2012

    • Author(s)
      金野秀敏、内山祐介
    • Organizer
      統計数理研究所共同研究集会「ダイナミカルバイオインフォマテイックスの展開」
    • Place of Presentation
      統計数理研究所、立川
    • Related Report
      2012 Research-status Report
  • [Presentation] Characterization of Ventricular Fibrillation in 2D Beeler-Reuter Model2012

    • Author(s)
      Hidetoshi Konno, Akio Suzuki and Yusuke Uchiyama
    • Organizer
      20th Australian Institute of Physics Congress
    • Place of Presentation
      South Wales University, Sydney, Australia
    • Related Report
      2012 Research-status Report
  • [Presentation] Statistical Analysis of 1D Complex Ginzburg-Landau Equation2012

    • Author(s)
      Yusuke Uchiyama and Hidetoshi Konno
    • Organizer
      20th Australian Institute of Physics Congress
    • Place of Presentation
      South Wales University, Sydney, Australia
    • Related Report
      2012 Research-status Report
  • [Presentation] Long-Memory and Features of Fluctuation in A Fractional Generalized Cauchy Process2012

    • Author(s)
      Hidetoshi Konno and Yusuke Uchiyama
    • Organizer
      The 44th ISCIE International Symposium on Stochastic Systems Theory and Its Applications (SSS12)
    • Place of Presentation
      国士舘大学、東京
    • Related Report
      2012 Research-status Report

URL: 

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

Information User Guide FAQ News Terms of Use Attribution of KAKENHI

Powered by NII kakenhi