Cavallo F, Rovini E, Dolciotti C, Radi L, Ragione R Della, Bongioanni P, Fiorini L
Annu Int Conf IEEE Eng Med Biol Soc. 2020 Jul;2020:5921-5924. doi: 10.1109/EMBC44109.2020.9175848.
Over the last decade Vibro-Acoustic Therapy (VAT) was used for several clinical applications. This paper investigates the use of AcusticA, an innovative VAT solution represented by a wooden chaise longue that follows the construction principles of a "musical instrument that stimulates the whole body" in relation to the sound frequencies produced by the music tracks. Ten healthy young subjects were enrolled for this study. Wearable sensors were used to monitor the human physiological response during the VAT session but also during a traditional acoustic therapy (AT) to highlight similarity and differences of those stimulations. Signals from heart activity, brain activity and electrodermal activity were analyzed to investigate the response during the non-stimulated and the stimulated phases. Additionally, two supervised classification algorithms were used to investigate whether the extracted instances could be grouped into two different groups. The results identify a trend of the attention and meditation features extracted from brain activity, which pointed out the relax efficacy of the VAT.Clinical Relevance - There are not significant differences (p<0.05) in the physiological response between the VAT and the AT stimulation, but during the VAT the alpha coefficients were significant different during the stimulated phase. Finally, the classification algorithms were able to classify the groups with an accuracy equal to 100% in the best case.
在过去十年中,振动声学疗法(VAT)已应用于多种临床领域。本文研究了AcusticA这种创新的VAT解决方案的应用,它是一款木制躺椅,依据“刺激全身的乐器”的构造原理,与音乐曲目产生的声音频率相关。本研究招募了10名健康的年轻受试者。使用可穿戴传感器监测VAT疗程期间以及传统声学疗法(AT)期间的人体生理反应,以突出这些刺激的异同。分析来自心脏活动、大脑活动和皮肤电活动的信号,以研究非刺激阶段和刺激阶段的反应。此外,使用两种监督分类算法来研究提取的实例是否可以分为两个不同的组。结果确定了从大脑活动中提取的注意力和冥想特征的一种趋势,这表明了VAT的放松效果。临床意义——VAT刺激和AT刺激之间的生理反应没有显著差异(p<0.05),但在VAT期间,刺激阶段的α系数有显著差异。最后,分类算法在最佳情况下能够以100%的准确率对组进行分类。