从构象到人脑:非线性动力学的非正式概述及其在生物医学中的应用。

Wlodzimierz Klonowski
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引用次数: 107

摘要

当代物理学方法对生物医学研究越来越重要,但由于各种各样的原因,大多数生物医学从业者缺乏对这些现代方法的全面了解。本文试图以一种通常没有受过高等数学训练的生物医学专业人员可以阅读和理解的方式描述非线性动力学及其方法。在概述了非线性动力学、确定性混沌和分形的基本概念和词汇后,讨论了非线性方法在生物信号分析中的应用。特别提出了五个案例研究:1。监测麻醉和镇静的深度;2. 强光疗法与季节性情感障碍3.手势信号分析;4. 诱发脑电图和光刺激;5. 手机产生的电磁场的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

From conformons to human brains: an informal overview of nonlinear dynamics and its applications in biomedicine.

From conformons to human brains: an informal overview of nonlinear dynamics and its applications in biomedicine.

From conformons to human brains: an informal overview of nonlinear dynamics and its applications in biomedicine.

From conformons to human brains: an informal overview of nonlinear dynamics and its applications in biomedicine.

Methods of contemporary physics are increasingly important for biomedical research but, for a multitude of diverse reasons, most practitioners of biomedicine lack access to a comprehensive knowledge of these modern methodologies. This paper is an attempt to describe nonlinear dynamics and its methods in a way that could be read and understood by biomedical professionals who usually are not trained in advanced mathematics. After an overview of basic concepts and vocabulary of nonlinear dynamics, deterministic chaos, and fractals, application of nonlinear methods of biosignal analysis is discussed. In particular, five case studies are presented: 1. Monitoring the depth of anaesthesia and of sedation; 2. Bright Light Therapy and Seasonal Affective Disorder; 3. Analysis of posturographic signals; 4. Evoked EEG and photo-stimulation; 5. Influence of electromagnetic fields generated by cellular phones.

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