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用于食管动力模式的陶伯-普罗尼特征提取技术

Tauberian-prony feature extraction technique for esophageal motility patterns.

作者信息

Abou-Chadi F E, Ezzat F A, Gad-Elhak N, Sif el-Din A A

机构信息

Department of Communications, Faculty of Engineering, Mansoura University, Egypt.

出版信息

Ann Biomed Eng. 1993 Mar-Apr;21(2):117-24. doi: 10.1007/BF02367607.

DOI:10.1007/BF02367607
PMID:8484560
Abstract

For the esophageal contractile activity recorded during swallowing, a feature extraction scheme has been developed. It recognizes the time, duration, and amplitudes of local peaks for each peristaltic wave. The method is based on the Tauberian approximation for modeling waveforms as a sum of identically shaped pulses with different time delays and amplitudes. Initial conditions on the pulse properties are set and an optimal solution is sought. The method is completely automated and can be utilized for characterization and classification purposes.

摘要

针对吞咽过程中记录的食管收缩活动,已开发出一种特征提取方案。它可识别每个蠕动波的局部峰值的时间、持续时间和幅度。该方法基于陶伯近似法,将波形建模为具有不同时间延迟和幅度的相同形状脉冲的总和。设定了脉冲特性的初始条件并寻求最优解。该方法完全自动化,可用于特征描述和分类目的。

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1
Tauberian-prony feature extraction technique for esophageal motility patterns.用于食管动力模式的陶伯-普罗尼特征提取技术
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A pattern-analysis methodology for esophageal motility records.一种用于食管动力记录的模式分析方法。
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引用本文的文献

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A fuzzy pattern recognition method to classify esophageal motility records.一种用于对食管动力记录进行分类的模糊模式识别方法。
Ann Biomed Eng. 1994 Jan-Feb;22(1):112-9. doi: 10.1007/BF02368227.

本文引用的文献

1
Waveform feature extraction based on tauberian approximation.基于 Tauberian 逼近的波形特征提取。
IEEE Trans Pattern Anal Mach Intell. 1982 Feb;4(2):105-16. doi: 10.1109/tpami.1982.4767214.
2
Automated extraction of activity features in linear envelopes of locomotor electromyographic patterns.自动提取运动肌电图模式线性包络中的活动特征。
IEEE Trans Biomed Eng. 1986 Jun;33(6):594-600. doi: 10.1109/TBME.1986.325841.
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Computer-aided oesophageal manometry: prospects and problems.计算机辅助食管测压:前景与问题
J Biomed Eng. 1987 Jul;9(3):257-60. doi: 10.1016/0141-5425(87)90010-0.
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The Prony spectral line estimation (PSLE) method for the analysis of vascular oscillations.用于分析血管振荡的普罗尼谱线估计(PSLE)方法。
IEEE Trans Biomed Eng. 1989 Sep;36(9):968-71. doi: 10.1109/10.35306.
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IEEE Trans Biomed Eng. 1989 Apr;36(4):487-90. doi: 10.1109/10.18756.
6
Temporal feature extraction and clustering analysis of electromyographic linear envelopes in gait studies.步态研究中肌电线性包络的时间特征提取与聚类分析
IEEE Trans Biomed Eng. 1990 Mar;37(3):295-302. doi: 10.1109/10.52330.