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Modeling and Simulation of the Central Nervous System Control with Generic Fuzzy Models

机译:通用模糊模型在中枢神经系统控制中的建模与仿真

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摘要

The analysis of the human cardiovascular system by means of modeling and simulation methodologies is of relevance from a medical point of view because it allows doctors to acquire a better understanding of cardiovascular physiology, offer more accurate diagnostics, and select better suited therapies. The cardiovascular system is composed of the hemodynamical system and the central nervous system (CNS). In this work, two generic models of the CNS for patients with coronary diseases are identified by means of the fuzzy inductive reasoning (FIR) methodology. One of the models is generic only in its structure, whereas the other one is a fully generic model. It is very useful for doctors to have available a generic CNS model for a group of patients with common characteristics because this model can be used to predict the future behavior of new patients with the same characteristics.
机译:从医学的角度来看,通过建模和仿真方法对人体心血管系统进行分析是有意义的,因为它使医生能够更好地了解心血管生理,提供更准确的诊断方法,并选择更适合的疗法。心血管系统由血液动力学系统和中枢神经系统(CNS)组成。在这项工作中,通过模糊归纳推理(FIR)方法确定了两种用于冠心病患者的CNS通用模型。其中一个模型仅在结构上是通用的,而另一个模型是完全通用的模型。对于具有共同特征的一组患者而言,为医生提供通用的CNS模型非常有用,因为该模型可用于预测具有相同特征的新患者的未来行为。

著录项

  • 来源
    《Simulation》 |2003年第11期|p. 648-669|共22页
  • 作者单位

    Llenguatges i Sistemes Informatics Universitat Politecnica de Catalunya Modul C6-Campus Nord Modul C6-Campus Nord Jordi Girona Salgado, 1-3, Barcelona 08034, Spain;

    Centro de Inv. en Ciencia Aplicada y Tec. Avanzada (CICATA) Instituto Politecnico Nacional Legaria 694, Col.Irrigacion, C.P.115000, Mexico D.F. Legaria 694, Col.Irrigacion, C.P.115000, Mexico D.F.;

    Department of Electrical & Computer Engineering University of Arizona Tucson, AZ 85721-0104, USA;

    Dept. ESAII-Centre de Recerca en Eng. Biomedica Universitat Politecnica de Catalunya Pau Gargallo 5, Barcelona 08028, Spain;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 计算技术、计算机技术;
  • 关键词

    inductive reasoning; fuzzy systems; central nervous system; cardiovascular system; generic models;

    机译:归纳推理;模糊系统;中枢神经系统;心血管系统;通用模型;

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