Nonlinear Dynamical Modeling in ECG Analysis: A Heuristic Guideline

Aydin A. Cecen; Cahit Erkal

首页> 外文期刊>Nonlinear dynamics, psychology and life sciences >Nonlinear Dynamical Modeling in ECG Analysis: A Heuristic Guideline

【24h】

Nonlinear Dynamical Modeling in ECG Analysis: A Heuristic Guideline

机译：心电图分析中的非线性动力学建模：启发式准则

获取原文

获取原文并翻译 | 示例

掌桥外文数据库（机构版） >>

开具论文收录证明 >>

文献代查 >>

页面导航

摘要
著录项
相似文献
相关主题

摘要

We highlight some of the pitfalls involved in the analysis of electrocardiogram data (ECG) when the correlation dimension (CD) estimates are used to discriminate between various states of the human heart or to distinguish healthy dynamics from different types of arrhythmia. It is argued that due to the PQRST complex, high autocorrelation and/or short data sets, the CD estimates would be distorted when continuously sampled ECG voltage data are used instead of beat-to-beat (RR) interval series.

机译：当相关维数（CD）估计值用于区分人的心脏的各种状态或区分不同类型的心律失常的健康动态时，我们重点介绍了心电图数据（ECG）分析中涉及的一些陷阱。有人认为，由于PQRST复杂，自相关性高和/或数据集短，当使用连续采样的ECG电压数据而不是逐拍间隔（RR）间隔序列时，CD估计会失真。

著录项

来源
《Nonlinear dynamics, psychology and life sciences》 |2008年第4期|p.359-369|共11页
作者
Aydin A. Cecen; Cahit Erkal;
展开▼
作者单位

Department of Economics, Sloan 307, CMU, Mt Pleasant, MI 48859;

展开▼
收录信息
原文格式 PDF
正文语种 eng
中图分类数理科学和化学;
关键词
cardiology; chaos; correlation dimension; electrocardiogram; low dimensional attractor;

机译：心脏病;混沌;相关维数;心电图;低维吸引子;

相似文献

外文文献
中文文献
专利

1. Study of features based on nonlinear dynamical modeling in ECG arrhythmia detection and classification [J] . Owis M.I., Abou-Zied A.H., Youssef A.-B.M., IEEE Transactions on Biomedical Engineering . 2002,第7期

机译：基于非线性动力学模型的心电图心律失常检测与分类特征研究
2. To the special issue: Nonlinear nuclear reactor stability analysis and special aspects of modelling of complex dynamical systems (principles of model order reduction). Special issue on nonlinear stability analysis [J] . Hennig Dieter, Uddin Rizwan, Suneet Singh, Progress in Nuclear Energy . 2020,第Jana期

机译：特刊：非线性核反应堆稳定性分析和复杂动力系统建模的特殊方面（模型阶数减少的原理）。非线性稳定性分析特刊
3. Nonlinear analysis of continuous ECG during sleep II. Dynamical measures [J] . Fell J., Roschke J., Gopinathan MS., Biological Cybernetics: Communication and Control in Organisms and Automata: = Nachrichtenubertragung, Nachrichtenverarbeitung, Steuerung und Regelung in Organismen und in Automaten . 2000,第6期

机译：睡眠期间连续心电图的非线性分析II。动力措施
4. Robust feature extraction from ECG signals based on nonlinear dynamical modeling [C] . Owis, M.I., Abou-Zied, Engineering in Medicine and Biology Society, 2001. Proceedings of the 23rd Annual International Conference of the IEEE . 2001

机译：基于非线性动力学建模的心电图信号鲁棒特征提取
5. BISPECTRUM AND MULTIDIMENSIONAL POWER SPECTRUM ESTIMATION ALGORITHMS BASED ON PARAMETRIC MODELS WITH APPLICATIONS TO THE ANALYSIS OF ECG DATA (SPECTRAL ANALYSIS, NONLINEAR INTERACTIONS) [D] . RAGHUVEER, MYSORE RANGARAO 1984

机译：基于参数模型的双谱和多维功率谱估计算法及其在心电图数据分析中的应用（谱分析，非线性相互作用）
6. Comparison of linear–stochastic and nonlinear–deterministic algorithms in the analysis of 15-minute clinical ECGs to predict risk of arrhythmic death [O] . James E Skinner, Michael Meyer, Brian A Nester, 2009

机译：线性随机和非线性确定性算法在15分钟临床心电图分析中的比较以预测心律失常死亡的风险
7. A Nonlinear Dynamical Model for Compression and Detection of ECG Data [O] . Schimming T., Ogorzalek M., Dedieu H. 1998

机译：用于ECG数据压缩和检测的非线性动力学模型
8. Robust Feature Extraction from ECG Signals Based on Nonlinear Dynamical Modeling. [R] . Owis, M. I., Abou-Zied, A. H., Youssef, A. M., 2001

机译：基于非线性动力学建模的心电信号鲁棒特征提取。

Nonlinear Dynamical Modeling in ECG Analysis: A Heuristic Guideline

摘要

著录项

相似文献

相关主题

期刊订阅