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Application of Wavelet Transform in Detecting GABA Levels in Drug-naive Patients with Major Depression Disorder

机译:小波变换在初治抑郁症初治患者GABA水平检测中的应用

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Gamma amino butyric acid (GABA) is the major inhibitory neurotransmitter in the human brain. Alterations in GABA Level are associated with a variety of neurological and psychiatric disorders. However, noninvasive in vivo measurement of GABA is hindered by its low concentration and the presence of overlapping resonances. This paper proposed a novel method with wavelet transform to process typical MR spectrum. With this method, signal of GABA was successfully extracted from patients with depressive disorder and controls. Changes of GABA were also observed in patient group suggesting the feasibility of wavelet transform in processing of MR spectrum.
机译:γ-氨基丁酸(GABA)是人脑中主要的抑制性神经递质。 GABA水平的改变与多种神经系统疾病和精神疾病有关。然而,GABA的低浓度和重叠共振的存在阻碍了GABA的无创体内测量。提出了一种用小波变换处理典型MR谱的新方法。通过这种方法,成功地从抑郁症患者和对照组中提取了GABA信号。在患者组中还观察到GABA的变化,提示小波变换在MR光谱处理中的可行性。

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