期刊文献+

局灶性脑缺血脑电信号的双谱分析 被引量:5

Bispectral Analysis of EEG Signal during Focal Cerebral Ischemia.
下载PDF
导出
摘要 为探讨缺血型脑血管疾病的早期诊断、其损伤区域的初步确定以及脑功能的检查方法,研究了缺血性脑损伤特征信息早期无创提取和分析的实用技术。通过建立SD大鼠局灶性缺血脑损伤实验模型,记录缺血前到缺血30min缺血区域与正常区域的脑电图(EEG)。应用三阶递归(TOR)方法估计双谱,分析局灶性缺血脑损伤EEG的信号特征。结果表明,损伤发生时,损伤区域的EEG双谱的分布发生变化。在损伤的不同阶段,损伤区域与非损伤区域双谱最大值以及加权双谱中心(WCOB)有明显不同的变化。提示,EEG信号的双谱对局灶性缺血脑损伤十分敏感,可以对损伤程度进行诊断,区分损伤区域与非损伤区域。 Early noninvasive detection of cerebral ischemia is important for fighter pilots as well as in clinical diagnosis. In this paper, a model of focal cerebral ischemia was presented. Bispectrum of EEG signals recorded from ischemic region and normal region after 30 min ischemia was analyzed using the third-order recursion method, which possesses higher frequency resolving ability. It can resolve two closely spaced peaks in the bispectrum and detect the presence or absence of quadratic phase coupling at frequency pairs that are very close to each other. It was found that some characteristics of such bispectrum are very sensitive to focal cerebral ischemia. The maximum bispectrum magnitude of EEG and the weighted center of bispectrum (WCOB) changed sensitively to the different ischemic regions and ischemic stages. The ischemic and normal regions as well as the degree of ischemia can be clearly distinguished by analyzing their bispectrum of EEG. It demonstrates that this method can be used as a quantitative method for the detection of focal cerebral ischemia in the early phase.
出处 《航天医学与医学工程》 CAS CSCD 1998年第2期97-101,共5页 Space Medicine & Medical Engineering
基金 西安交通大学博士学位论文基金
关键词 局灶性脑缺血 脑损伤 脑电图 双谱 正加速度 +Gz focal ischemia cerebral injury EEG bispectrum
  • 相关文献

同被引文献26

  • 1张贤达,保铮.盲信号分离[J].电子学报,2001,29(z1):1766-1771. 被引量:211
  • 2刘心东,蒋大宗.混沌及其在生物医学工程中的应用[J].国外医学(生物医学工程分册),1993,16(2):63-70. 被引量:12
  • 3赵厚德,陶均,郝智慧,赵雪征,尚昌连,王捷,王禄增.麻醉对动物实验的影响[J].中国比较医学杂志,2004,14(6):386-387. 被引量:28
  • 4陈春富.大鼠局灶性脑缺血模型研究进展[J].国外医学(脑血管疾病分册),1995,3(5):227-230. 被引量:14
  • 5杨福生.随机信号处理[M].北京:清华大学出版社,1990..
  • 6Mallat S. Multiresolution approximation and wavelet orthonormal bases of L2[J]. Trans. Amer. Math. Soc., 1989, 315: 69-87.
  • 7Sardy S. Minimax threshold for denoising complex signals with Waveshrink [J]. IEEE Transactions on Signal Processing, 2000, 148: 10213-1028.
  • 8Comon P. Independent component analysis a new concept[J]. Signal Processing, 1994, 36: 287-314.
  • 9Hyvarinen A. Fast and robust fixed-point algorithms for independent component analysis[J]. IEEE Trans. Neural Networks, 1999, 10(3): 626-634.
  • 10Thakor NV.Nonlinear change in brain's response in the event of injury as detected by adaptive coherence estimation of evoked potentials[J].IEEE Trans Biomed Eng,1995,42(1):42-51.

引证文献5

二级引证文献28

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部