EEG features extraction during chloral hydrate-induced sedation (Study case: Single subject analysis between two siblings)

机译：脑电图特征在水合氯醛镇静过程中的提取（研究案例：两个兄弟姐妹之间的单受试者分析）

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Sleep is already known as a mechanism that consisted of specific human physiological aspects and still preserved a lot of questions. Therefore, to understand other phenomena during sleep, various investigations need to be done. Short sleep during sedated was being used commonly in pediatrics EEG, however, the investigation of EEG features during this recording still limited to carry out. EEG on small children considered as one of the most challenging procedure. This study presents a single subject investigation between two siblings, small children with brain abnormalities and typically developed to obtain valuable brain activity information during short sleep condition induced by chloral hydrate sedation. The main purpose was to observe whether there were similarities of EEG features between sedated and normal sleep condition or not. The results showed that NREM 3 stage elicited on both groups brain activity according to delta powers domination and sleep spindles feature occurrences during this condition. This study concluded that EEG recording during chloral hydrate-induced sedation might be a better solution to observe NREM 3 sleep stage in a short time period, especially for small children and uncooperative participants. As a preliminary study, this proposed study showed the possibility to observe the two groups as well.

机译：睡眠是一种已知的机制，由特定的人类生理方面组成，并且仍然存在很多问题。因此，为了了解睡眠中的其他现象，需要进行各种研究。小儿EEG通常使用镇静期间的短暂睡眠，但是，此记录期间对EEG功能的研究仍然仅限于进行。对小孩的脑电图被认为是最具挑战性的程序之一。这项研究提出了两个兄弟姐妹之间的一个单项研究，这两个孩子是脑异常的小孩，通常被开发出来，以在由水合氯醛镇静引起的短暂睡眠条件下获得有价值的大脑活动信息。主要目的是观察镇静状态和正常睡眠状态之间的脑电图特征是否相似。结果表明，在这种情况下，两组人的大脑活动根据三角洲权力控制而诱发了NREM 3期，而睡眠纺锤体的特征发生了。这项研究得出的结论是，在水合氯醛镇静过程中记录脑电图可能是在较短时间内观察NREM 3睡眠阶段的更好解决方案，尤其是对于小孩和不合作的参与者。作为一项初步研究，这项拟议的研究显示了也可以观察两组的可能性。

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《International Seminar on Intelligent Technology and Its Applications》|2018年|455-459|共5页
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Alvin Sahroni;
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Sleep; Electroencephalography; Pediatrics; Time-domain analysis; Electrodes; Feature extraction; Standards;

机译：睡眠;脑电图;儿科;时域分析;电极;特征提取;标准;

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专利

1. Chloral hydrate and/or hydroxyzine for sedation in pediatric EEG recording [J] . BektasO., AricaB., TeberS., Brain & Development . 2014,第2期

机译：小儿脑电图记录中的镇静用水合氯和/或羟嗪
2. Chloral hydrate versus hydroxyzine HCL for sedation prior to pediatric sleep EEG recording [J] . SezerT., AlehanF. International Journal of Neuroscience . 2013,第10期

机译：小儿睡眠脑电图记录前使用氯水合物与羟嗪盐酸盐进行镇静
3. Sleep/sedation in children undergoing EEG testing: a comparison of chloral hydrate and music therapy. [J] . Loewy J, Hallan C, Friedman E, American Journal of Electroneurodiagnostic Technology . 2006,第4期

机译：接受EEG测试的儿童的睡眠/镇静作用：水合氯醛和音乐疗法的比较。
4. EEG features extraction during chloral hydrate-induced sedation (Study case: Single subject analysis between two siblings) [C] . Alvin Sahroni International Seminar on Intelligent Technology and Its Applications . 2018

机译：肝脏水合物诱导镇静期间的EEG特征提取（研究案例：两个兄弟姐妹之间的单个主题分析）
5. EEG Data Analysis, Feature Extraction and Classifiers. [D] . Zhou, Jing. 2011

机译：脑电数据分析，特征提取和分类器。
6. A study on EEG feature extraction and classification in autistic children based on singular spectrum analysis method [O] . Jie Zhao, Jiajia Song, Xiaoli Li, 2020

机译：基于奇异谱分析方法的自闭症儿童脑电图特征提取及分类研究
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机译：监测学科注意力的脑电特征信息理论提取

EEG features extraction during chloral hydrate-induced sedation (Study case: Single subject analysis between two siblings)

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