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子波分析在脑电图癫痫波提取中的应用研究 被引量:2

Research on Detection of Epilepsy Wave in Electroencephalogram Using Wavelet Transform
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摘要 利用子波和子波交换的性质,并根据其对一小段医学信号的异常信号,可以灵敏地通过子波系数反映出来的特点,将子波分析应用于脑电图(EEG)信号处理,把癫痫波从常规EEG信号中提取出来。文中给出了子波变换分析EEG信号的实例。理论和实验表明,利用子波变换检测常规EEG中的病理波有独到之处。 Applies the wevelet transform to the electroencephalogram (EEG) signal processing. By use of the properties of wavelet and wavelet transform, the method of detecting the epilepsy wave from the normal electroencephalogram signal is discussed, according to the abnormal signal in brain wave. This paper gives an example of analysing the EEG signal using wavelet transform. Better results are acquired in the experiments than in using conventional methods.Theory and experiments demonstrate that the wavelet transform applied to detecting the abnormal wave in routine EEG signal has originality.
出处 《数据采集与处理》 CSCD 1997年第1期14-17,共4页 Journal of Data Acquisition and Processing
基金 国家自然科学基金
关键词 癫痫 脑电图 子波分析 脑部疾病 signal detection signal analysis multiresolution analysis wavelet transform electroencephalogram (EEG) signal detection of epilepsy wave
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同被引文献36

  • 1张美云,崔林阳.婴儿痉挛症脑干听觉诱发电位中的γ频带[J].中华神经医学杂志,2005,4(8):800-803. 被引量:1
  • 2关力,蒋大宗.利用小波分析技术提取诱发电位的方法研究[J].生物医学工程学杂志,1996,13(2):128-132. 被引量:1
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  • 4Senhadji L, Wendling F. Epileptic transent detection: Wavelets and time-frequency approaches[J]. Neurophysiol Clin, 2002, 32: 175-192.
  • 5Adeli H, Zhou Z, Dadmehr N. Analysis of EEG records in an epileptic patient using wavelet transform [J]. J Neurosci Methods, 2003,123: 69-87.
  • 6Kitayama M, Otsubo H, Parvez S, et al. Wavelet analysis for neonatal electroenphalographic seizures[J]. Pediatr Neural, 2003, 29: 326-333.
  • 7Rosso OA, Blanco S, Yordanova J, et al. Wavelet entropy: A new tool analysis of short duration brain electrical signals[J]. J Neurosci Methods,2001, 105: 65-75.
  • 8Rosso OA, Mairal ML. Characterization of time dynamical evolution of electroencephalographic epileptic records[J1. Physica, 2002, 312:469-504.
  • 9Rosso OA, Blanco S, Rabinowicz A. Wavelet analysis of generalized tonic-clonic epileptic seizures[J]. Signal Processing, 2003, 83: 1275-1289.
  • 10Matsumoto Y, Inoaye T, Shimosaki K, et al. Increased similarity of background EEG to epileptiform discharges just prior to their occurrences[J]. EEG Clin Neurophysiol/EMG Motor Control, 1995, 97 (4):240-250.

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