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用于动态睡眠记录的盲源分离

Blind source separation for ambulatory sleep recording.

作者信息

Porée Fabienne, Kachenoura Amar, Gauvrit Hervé, Morvan Catherine, Carrault Guy, Senhadji Lotfi

机构信息

INSERM, U642, Laboratoire Traitement du Signal et de l'Image, Université de Rennes 1, 35042 Rennes, France.

出版信息

IEEE Trans Inf Technol Biomed. 2006 Apr;10(2):293-301. doi: 10.1109/titb.2005.859878.

DOI:10.1109/titb.2005.859878
PMID:16617618
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC2259394/
Abstract

This paper deals with the conception of a new system for sleep staging in ambulatory conditions. Sleep recording is performed by means of five electrodes: two temporal, two frontal and a reference. This configuration enables to avoid the chin area to enhance the quality of the muscular signal and the hair region for patient convenience. The electroencephalopgram (EEG), eletromyogram (EMG), and electrooculogram (EOG) signals are separated using the Independent Component Analysis approach. The system is compared to a standard sleep analysis system using polysomnographic recordings of 14 patients. The overall concordance of 67.2% is achieved between the two systems. Based on the validation results and the computational efficiency we recommend the clinical use of the proposed system in a commercial sleep analysis platform.

摘要

本文探讨了一种用于动态睡眠分期的新系统的概念。睡眠记录通过五个电极进行：两个颞部电极、两个额部电极和一个参考电极。这种配置能够避开下巴区域以提高肌肉信号的质量，并避开头发区域以方便患者。使用独立成分分析方法分离脑电图（EEG）、肌电图（EMG）和眼电图（EOG）信号。该系统与使用14名患者多导睡眠图记录的标准睡眠分析系统进行了比较。两个系统之间的总体一致性达到了67.2%。基于验证结果和计算效率，我们建议在商业睡眠分析平台上临床使用所提出的系统。

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Blind source separation for ambulatory sleep recording.用于动态睡眠记录的盲源分离
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2
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On joint diagonalization of cumulant matrices for independent component analysis of MRS and EEG signals.用于磁共振波谱（MRS）和脑电图（EEG）信号独立成分分析的累积量矩阵联合对角化
Annu Int Conf IEEE Eng Med Biol Soc. 2010;2010:1902-5. doi: 10.1109/IEMBS.2010.5627334.
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Blind source separation methods applied to synthesized polysomnographic recordings: a comparative study.应用于合成多导睡眠图记录的盲源分离方法：一项比较研究。
Annu Int Conf IEEE Eng Med Biol Soc. 2007;2007:3868-71. doi: 10.1109/IEMBS.2007.4353177.

本文引用的文献

1
Fast and robust fixed-point algorithms for independent component analysis.用于独立成分分析的快速且稳健的定点算法。
IEEE Trans Neural Netw. 1999;10(3):626-34. doi: 10.1109/72.761722.
2
Home diagnosis of sleep apnea: a systematic review of the literature. An evidence review cosponsored by the American Academy of Sleep Medicine, the American College of Chest Physicians, and the American Thoracic Society.睡眠呼吸暂停的家庭诊断：文献系统评价。由美国睡眠医学学会、美国胸科医师学会和美国胸科学会共同发起的证据综述。
Chest. 2003 Oct;124(4):1543-79. doi: 10.1378/chest.124.4.1543.
3
Proposed supplements and amendments to 'A Manual of Standardized Terminology, Techniques and Scoring System for Sleep Stages of Human Subjects', the Rechtschaffen & Kales (1968) standard.对《人类受试者睡眠阶段标准化术语、技术和评分系统手册》（ Rechtschaffen和Kales，1968年标准）的拟议补充和修订。
Psychiatry Clin Neurosci. 2001 Jun;55(3):305-10. doi: 10.1046/j.1440-1819.2001.00810.x.
4
Evaluation of home versus laboratory polysomnography in the diagnosis of sleep apnea syndrome.家庭多导睡眠图与实验室多导睡眠图在睡眠呼吸暂停综合征诊断中的评估。
Am J Respir Crit Care Med. 2000 Sep;162(3 Pt 1):814-8. doi: 10.1164/ajrccm.162.3.9908002.
5
Economic implications of the diagnosis of obstructive sleep apnea.阻塞性睡眠呼吸暂停诊断的经济影响。
Ann Intern Med. 1999 Mar 16;130(6):533-4. doi: 10.7326/0003-4819-130-6-199903160-00019.
6
The occurrence of sleep-disordered breathing among middle-aged adults.中年成年人睡眠呼吸障碍的发生情况。
N Engl J Med. 1993 Apr 29;328(17):1230-5. doi: 10.1056/NEJM199304293281704.
7
Vigilance and automobile accidents in patients with sleep apnea or narcolepsy.睡眠呼吸暂停或发作性睡病患者的警觉性与机动车事故
Chest. 1995 Sep;108(3):619-24. doi: 10.1378/chest.108.3.619.
8
Validation of a portable sleep apnea monitoring device.一种便携式睡眠呼吸暂停监测设备的验证
Chest. 1995 Aug;108(2):388-93. doi: 10.1378/chest.108.2.388.