| 基于多事件融合的睡眠质量评测算法研究 |
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| 引用本文： | 李晨洋1,2,3,叶继伦1,张旭1,周晶晶1,檀雪1,易红良2,3,关建2,3. 基于多事件融合的睡眠质量评测算法研究[J]. 中国医学物理学杂志, 2021, 0(4): 472-479. DOI: DOI:10.3969/j.issn.1005-202X.2021.04.015 |
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| 作者姓名： | 李晨洋1 2 3 叶继伦1 张旭1 周晶晶1 檀雪1 易红良2 3 关建2 3 |
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| 作者单位： | 1.深圳大学医学部生物医学工程学院， 广东 深圳 518060； 2.上海交通大学附属第六人民医院， 上海 200233； 3.上海市睡眠呼吸障碍疾病重点实验室， 上海 200233 |
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| 摘 要： | 依据人体睡眠期呼吸紊乱事件、心血管事件、醒觉反应事件及对睡眠期分阶的研究，进行多事件融合算法的分析。经过对睡眠分阶以及一系列睡眠呼吸事件的评测分析，表明该算法研究能够有效帮助睡眠医生对睡眠障碍患者的睡眠质量进行充分、有效的评估，且相关评估结果也能为医生后续的诊断治疗提供有效帮助。
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| 关 键 词： | 睡眠质量评估 呼吸紊乱事件 心血管事件 醒觉反应事件 睡眠分阶 |
An algorithm based on multi-event fusion for sleep quality assessment |
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| LI Chenyang1,2,3,YE Jilun1,ZHANG Xu1,ZHOU Jingjing1,TAN Xue1,YI Hongliang2,3,GUAN Jian2,3. An algorithm based on multi-event fusion for sleep quality assessment[J]. Chinese Journal of Medical Physics, 2021, 0(4): 472-479. DOI: DOI:10.3969/j.issn.1005-202X.2021.04.015 |
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| Authors: | LI Chenyang1 2 3 YE Jilun1 ZHANG Xu1 ZHOU Jingjing1 TAN Xue1 YI Hongliang2 3 GUAN Jian2 3 |
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| Affiliation: | 1. Department of Biomedical Engineering, School of Medicine, Shenzhen University, Shenzhen 518060, China 2. Shanghai Sixth Peoples Hospital Affiliated to Shanghai Jiaotong University, Shanghai 200233, China 3. Shanghai Key Laboratory of Sleep-Disordered Breathing, Shanghai 200233, China |
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| Abstract: | Abstract: Based on human sleep-period respiratory disturbance events, cardiovascular events, awakening response events and the study on sleep stage classification, an analysis by multi-event fusion algorithm is conducted for sleep quality assessment. The evaluation and analysis of sleep stage classification and a series of sleep-period respiratory events showed that the proposed algorithm can effectively help sleep doctors to fully and effectively evaluate the sleep quality of patients with sleep disorders, and the relevant evaluation results can be used for subsequent diagnosis and treatment. |
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| Keywords: | Keywords: sleep quality assessment respiratory disturbance event cardiovascular event awakening response event sleep stage classification |
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