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Nonlinear Dynamics Measures for Automated EEG-Based Sleep Stage Detection

机译：基于自动脑电坡睡眠阶段检测的非线性动力学措施

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U. Rajendra Acharya; Shreya Bhat; Oliver Faust; Hojjat Adeli; Eric Chern-Pin Chua; Wei Jie Eugene Lim; Joel En Wei Koh;
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1. Nonlinear Dynamics Measures for Automated EEG-Based Sleep Stage Detection [J] . Acharya U. Rajendra, Bhat Shreya, Faust Oliver, European neurology . 2015,第5a6期

机译：基于EEG的自动睡眠阶段检测的非线性动力学措施
2. Dimensionality reduction for EEG-based sleep stage detection: comparison of autoencoders, principal component analysis and factor analysis [J] . Tautan Alexandra-Maria, Rossi Alessandro C., de Francisco Ruben, Biomedizinische Technik . 2021,第2期

机译：基于EEG的睡眠阶段检测的维度降低：自动化器，主成分分析和因子分析的比较
3. Entropy-Based Measures for Quantifying Sleep-Stage Transition Dynamics: Relationship to Sleep Fragmentation and Daytime Sleepiness [J] . Kirsch M. R., Monahan K., Weng J., Biomedical Engineering, IEEE Transactions on . 2012,第3期

机译：基于熵的量化睡眠阶段过渡动态的措施：与睡眠碎片和白天嗜睡的关系
4. Detection of sleep apnea events via tracking nonlinear dynamic cardio-respiratory coupling from electrocardiogram signals [C] . Karandikar Kunal, Le Trung Q., Sa-ngasoongsong Akkarapol, Annual Conference of Japanese Society for Medical and Biological Engineering;Annual International Conference of the IEEE Engineering in Medicine and Biology Society . 2013

机译：通过跟踪心电图信号中的非线性动态心肺耦合来检测睡眠呼吸暂停事件
5. An integrated signal processing environment for detection of sleep disordered breathing in children using spectral and nonlinear dynamic measures of heart rate variability signal. [D] . Chatlapalli, Surya Mala. 2005

机译：使用心率变异性信号的频谱和非线性动态测量来检测儿童睡眠呼吸障碍的集成信号处理环境。
6. Stratification Pattern of Static and Scale-Invariant Dynamic Measures of Heartbeat Fluctuations Across Sleep Stages in Young and Elderly [O] . Daniel T. Schmitt, Phyllis K. Stein, Plamen Ch. Ivanov -1

机译：年轻人和老年人跨睡眠阶段心跳波动的静态和尺度不变动态测量的分层模式
7. Automated sleep stage detection and classification of sleep disorders [O] . Malaekah E 2016

机译：自动睡眠阶段检测和睡眠障碍的分类
8. Automated Sleep Stage Scoring by Decision Tree Learning. [R] . Hanaoka, M., Kobayashi, M., Yamazaki, H. 2001

机译：决策树学习自动化睡眠阶段评分。

Nonlinear Dynamics Measures for Automated EEG-Based Sleep Stage Detection

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