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Computer-Assisted Diagnosis of the Sleep Apnea-Hypopnea Syndrome: A Review

机译:睡眠呼吸暂停低通气综合症的计算机辅助诊断:审查。

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摘要

Automatic diagnosis of the Sleep Apnea-Hypopnea Syndrome (SAHS) has become an important area of research due to the growing interest in the field of sleep medicine and the costs associated with its manual diagnosis. The increment and heterogeneity of the different techniques, however, make it somewhat difficult to adequately follow the recent developments. A literature review within the area of computer-assisted diagnosis of SAHS has been performed comprising the last 15 years of research in the field. Screening approaches, methods for the detection and classification of respiratory events, comprehensive diagnostic systems, and an outline of current commercial approaches are reviewed. An overview of the different methods is presented together with validation analysis and critical discussion of the current state of the art.
机译:由于对睡眠医学领域的兴趣不断增长以及与其人工诊断相关的费用,睡眠呼吸暂停低通气综合征(SAHS)的自动诊断已成为重要的研究领域。然而,不同技术的增加和异质性使得充分了解最新发展有些困难。在SAHS的计算机辅助诊断领域内,已经进行了文献综述,包括该领域最近15年的研究。审查了筛查方法,检测和分类呼吸事件的方法,综合诊断系统以及当前商业方法的概述。介绍了不同方法的概述,以及验证分析和对当前技术水平的严格讨论。

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