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Approximate entropy and sample entropy analysis of magnetoencephalography of depression

机译:抑郁症脑磁图的近似熵和样本熵分析

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In this paper, approximate entropy and sample entropy are applied to the study of magnetoencephalography, the entropy of the magnetoencephalography of the depressive and normal people is analyzed under the positive, negative and neutral mood stimuli. The results showed that the approximate entropy of the magnetoencephalography in patients with depression is lower than that in normal persons under positive, negative and neutral emotional stimuli, indicating that the response of depression patients to emotional stimuli is weaker than that of normal persons; the relative differences of the approximate entropy of magnetoencephalography in frontal lobe are most obvious among depressed patients and normal people, which can be used as the auxiliary basis for clinical diagnosis. At the same time, sample entropy is used to analyze the data and get similar results with approximate entropy, but the relative difference is more obvious than that of approximate entropy. Therefore, compared with approximate entropy, sample entropy is more suitable for the distinction between patients with depression and normal persons.
机译:本文将近似熵和样本熵应用于脑磁图研究,分析了抑郁,正常人在积极,消极和中性情绪刺激下的脑磁图熵。结果表明,在积极,消极和中性的情绪刺激下,抑郁症患者的脑磁图熵值均低于正常人,这表明抑郁症患者对情绪刺激的反应较正常人弱。在抑郁症患者和正常人中,额叶脑磁图近似熵的相对差异最为明显,可作为临床诊断的辅助依据。同时,利用样本熵对数据进行分析,得到近似熵的相似结果,但相对差异比近似熵更明显。因此,与近似熵相比,样本熵更适合区分抑郁症患者和正常人。

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