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An Integrated Approach for the Monitoring of Brain and Autonomic Response of Children with Autism Spectrum Disorders during Treatment by Wearable Technologies

机译:监测可穿戴技术治疗自闭症谱系障碍儿童大脑和自主神经反应的综合方法

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摘要

Autism Spectrum Disorders (ASD) are associated with physiological abnormalities, which are likely to contribute to the core symptoms of the condition. Wearable technologies can provide data in a semi-naturalistic setting, overcoming the limitations given by the constrained situations in which physiological signals are usually acquired. In this study an integrated system based on wearable technologies for the acquisition and analysis of neurophysiological and autonomic parameters during treatment is proposed and an application on five children with ASD is presented. Signals were acquired during a therapeutic session based on an imitation protocol in ASD children. Data were analyzed with the aim of extracting quantitative EEG (QEEG) features from EEG signals as well as heart rate and heart rate variability (HRV) from ECG. The system allowed evidencing changes in neurophysiological and autonomic response from the state of disengagement to the state of engagement of the children, evidencing a cognitive involvement in the children in the tasks proposed. The high grade of acceptability of the monitoring platform is promising for further development and implementation of the tool. In particular if the results of this feasibility study would be confirmed in a larger sample of subjects, the system proposed could be adopted in more naturalistic paradigms that allow real world stimuli to be incorporated into EEG/psychophysiological studies for the monitoring of the effect of the treatment and for the implementation of more individualized therapeutic programs.
机译:自闭症谱系障碍(ASD)与生理异常有关,这很可能导致该病的核心症状。可穿戴技术可以在半自然环境中提供数据,从而克服了通常需要获取生理信号的受限情况所带来的限制。在这项研究中,提出了一种基于可穿戴技术的集成系统,用于在治疗过程中获取和分析神经生理学和自主神经参数,并提出了在5名ASD儿童中的应用。在治疗过程中,基于模仿协议的ASD儿童获得了信号。分析数据的目的是从EEG信号中提取定量EEG(QEEG)特征以及从ECG中提取心率和心率变异性(HRV)。该系统可以证明儿童从脱离状态到参与状态的神经生理和自主反应的变化,从而证明了儿童在拟议任务中的认知参与。监视平台的高度可接受性有望进一步开发和实施该工具。特别是,如果该可行性研究的结果将在更大的受试者样本中得到证实,则可以在更自然的范式中采用提议的系统,从而将真实世界的刺激因素纳入EEG /心理生理学研究中,以监测脑电图的效果。治疗和实施更多个性化治疗方案。

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