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生理模型建模、集成和模拟框架设计。

Design of a framework for modeling, integration and simulation of physiological models.

机构信息

Case Western Reserve University, Electrical Engineering and Computer Science Department, 10900 Euclid Ave.,Cleveland, OH 44106, USA.

出版信息

Comput Methods Programs Biomed. 2012 Sep;107(3):524-37. doi: 10.1016/j.cmpb.2011.11.010. Epub 2012 Feb 10.

Abstract

Multiscale modeling and integration of physiological models carry challenges due to the complex nature of physiological processes. High coupling within and among scales present a significant challenge in constructing and integrating multiscale physiological models. In order to deal with such challenges in a systematic way, there is a significant need for an information technology framework together with related analytical and computational tools that will facilitate integration of models and simulations of complex biological systems. Physiological Model Simulation, Integration and Modeling Framework (Phy-SIM) is an information technology framework providing the tools to facilitate development, integration and simulation of integrated models of human physiology. Phy-SIM brings software level solutions to the challenges raised by the complex nature of physiological systems. The aim of Phy-SIM, and this paper is to lay some foundation with the new approaches such as information flow and modular representation of the physiological models. The ultimate goal is to enhance the development of both the models and the integration approaches of multiscale physiological processes and thus this paper focuses on the design approaches that would achieve such a goal.

摘要

多尺度建模和生理模型的整合由于生理过程的复杂性而带来了挑战。在构建和整合多尺度生理模型时,尺度内和尺度间的高度耦合带来了重大挑战。为了系统地应对这些挑战,我们需要一个信息技术框架以及相关的分析和计算工具,以促进复杂生物系统模型和模拟的整合。生理模型模拟、整合和建模框架(Phy-SIM)是一个信息技术框架,提供了便于开发、整合和模拟人类生理学综合模型的工具。Phy-SIM 为生理系统的复杂性带来的挑战提供了软件级解决方案。Phy-SIM 的目标以及本文的目的是为生理模型的信息流和模块化表示等新方法奠定一些基础。最终目标是增强多尺度生理过程的模型和整合方法的开发,因此本文侧重于实现这一目标的设计方法。

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