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[经颅多普勒信号中微栓子的自动检测]

[Automated detection of microemboli in transcranial Doppler signals].

作者信息

Casty M

机构信息

BIOMAC Engineering Ltd., Frauenfeld, Schweiz.

出版信息

Ultraschall Med. 1994 Oct;15(5):253-8. doi: 10.1055/s-2007-1004022.

Abstract

The detection of micro-emboli (ME) in the intracranial brain arteries by means of transcranial Doppler sonography depends on signal quality and on the definition of the detection levels. The qualitative analysis by ear should be replaced by quantitative measurement techniques to provide results that are cross-comparable to the ones of other studies. Algorithms for ME detection have been developed and implemented on a Doppler signal analyzer. Three quantitative criteria were established with test data. Tape recordings of 44 middle cerebral arteries from an ongoing study including patients before and after implantation of prosthetic heart valves were examined. The data were first corrected for frequency response, phase and amplitude and examined by two independent investigators and by the instrument. Within the 44 measurements both examinations by ear found the same 26 samples to contain zero audible ME signals. The instrument detected in 21 cases zero ME signals, in 4 cases 1 signal and in 1 case 4 signals. For 18 tapes the ear-method provided counts of 1 to 160 ME's. In 12 cases the two investigators got the same result, in the remaining 6 cases the higher of both figures was selected for comparison to the automated count. The counting by the instrument was exactly the same for 7 cases, in 7 cases the instrument counted more, in 4 cases it detected fewer ME signals compared to the reference. The method and the proposed detection criteria provided more false positive than false negative results. This appeared to be due to artifact detection and on higher resolution in time leading to better separation of double events compared to the ear method. Assuming an adequate quality of the quadrature signals, the method may lead to automatic screening for ME signals.

摘要

通过经颅多普勒超声检测颅内脑动脉中的微栓子(ME)取决于信号质量和检测水平的定义。应采用定量测量技术取代凭听觉的定性分析,以提供与其他研究结果具有可比性的结果。已开发出ME检测算法并在多普勒信号分析仪上实施。利用测试数据建立了三个定量标准。对一项正在进行的研究中的44条大脑中动脉的录音进行了检查,该研究纳入了人工心脏瓣膜植入前后的患者。首先对数据进行频率响应、相位和幅度校正,然后由两名独立研究人员和仪器进行检查。在44次测量中,两种凭听觉的检查都发现相同的26个样本中没有可听见的ME信号。仪器检测到21例中没有ME信号,4例中有1个信号,1例中有4个信号。对于18份录音,凭听觉方法检测到的ME数量为1至160个。在12例中,两名研究人员得到了相同的结果,在其余6例中,选择两者中较高的数字与自动计数进行比较。仪器计数与参考结果完全相同的有7例,仪器计数更多的有7例,检测到的ME信号比参考结果少的有4例。该方法和提出的检测标准产生的假阳性结果比假阴性结果更多。这似乎是由于伪像检测以及时间分辨率更高,与凭听觉方法相比能更好地分离双事件。假设正交信号质量足够,该方法可能会导致对ME信号进行自动筛查。

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