首页> 外文会议>Latin American congress on biomedical engineering >Dinâmica do Tremor em Normais e Pacientes Portadores de Doenca de Parkinson: Associação entre Entropia e Conteúdo Espectral e Uso Diagnóstico destes Parâmetros
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Dinâmica do Tremor em Normais e Pacientes Portadores de Doenca de Parkinson: Associação entre Entropia e Conteúdo Espectral e Uso Diagnóstico destes Parâmetros

机译:正常人和帕金森氏病患者的震颤动态:熵和光谱含量之间的关联以及这些参数的诊断用途

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Tremor in Parkinson's disease (PD) is a fundamental feature used in the determination of disease onset and progression. In this paper, we examine the effect of PD on the contribution of the high frequency range (16-30 Hz) of the total power of the tremor time series (Pr_(16-30Hz)). The clinical use and the association of Pr_(16-30Hz) with the complexity of the tremor signal, evaluated by using the approximate entropy method (ApEn) were also evaluated. This study involved 21 healthy and 10 PD patients. The Pr_(16-30Hz) was significantly lower in PD patients (p<0.0001). A significant association was observed between Pr_(16-30Hz) and ApEn (p<0,0001; R=0,80). Receiver operator characteristic analysis showed that Pr_(16-30Hz) differentiated physiological tremor from tremor in PD patients with high accuracy. These results are in close agreement with pathophysiological fundamentals, and provide evidence that in PD patients the tremor pattern becomes less complex. Furthermore, our findings also suggest that Pr_(16-30Hz) has a high clinical potential in assessing PD patients.
机译:帕金森氏病(PD)震颤是确定疾病发作和进展的基本特征。在本文中,我们研究了PD对震颤时间序列总功率(Pr_(16-30Hz))的高频范围(16-30 Hz)的影响。还评估了临床应用以及通过近似熵方法(ApEn)评估的Pr_(16-30Hz)与震颤信号复杂度之间的关系。这项研究涉及21名健康患者和10名PD患者。 PD患者的Pr_(16-30Hz)显着降低(p <0.0001)。在Pr_(16-30Hz)和ApEn之间观察到显着关联(p <0.0001; R = 0.80)。接收者操作者特征分析表明,Pr_(16-30Hz)可以将PD患者的生理震颤与震颤区别开来。这些结果与病理生理学原理非常吻合,并提供证据表明,PD患者的震颤模式变得不太复杂。此外,我们的发现还表明Pr_(16-30Hz)在评估PD患者方面具有很高的临床潜力。

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