Analyzing the Effects of Varying Durations of Anesthesia on EEG Characteristics in Children

被引:0
作者
Wang, Honglin [1 ]
Zhao, Jindi [1 ]
An, Xingwei [1 ]
机构
[1] Tianjin Univ, Acad Med Engn & Translat Med, Tianjin 300072, Peoples R China
来源
2023 10TH INTERNATIONAL CONFERENCE ON BIOMEDICAL AND BIOINFORMATICS ENGINEERING, ICBBE 2023 | 2023年
基金
中国国家自然科学基金;
关键词
electroencephalogram (EEG); long-duration anesthesia; power spectral; signal complexity; general anesthesia (GA);
D O I
10.1145/3637732.3637738
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In recent years, there has been a growing focus on whether long-duration anesthesia in children affects their brain function and development. Electroencephalogram (EEG) signals are widely used in anesthesia and state of consciousness assessment, providing valuable insights into cortical activity. Spectrum and signal complexity are key features used to describe EEG signals and effectively characterize cortical activity. In this study, we conducted an analysis of multichannel EEG signals in children during surgery, specifically examining the spectrum and signal complexity. We compared the changes in EEG characteristics across different durations of anesthesia. The results revealed that long-duration anesthesia led to an increase in delta frequency power and a decrease in signal complexity. These EEG characteristics can serve as valuable indices for assessing the state of anesthesia.
引用
收藏
页码:185 / 189
页数:5
相关论文
共 16 条
  • [1] Permutation entropy: A natural complexity measure for time series
    Bandt, C
    Pompe, B
    [J]. PHYSICAL REVIEW LETTERS, 2002, 88 (17) : 4
  • [2] The effect of age on electroencephalogram measures of anesthesia hypnosis: A comparison of BIS, Alpha Power, Lempel-Ziv complexity and permutation entropy during propofol induction
    Biggs, Daniela
    Boncompte, Gonzalo
    Pedemonte, Juan C. C.
    Fuentes, Carlos
    Cortinez, Luis I. I.
    [J]. FRONTIERS IN AGING NEUROSCIENCE, 2022, 14
  • [3] Decreased Electroencephalographic Alpha Power During Anesthesia Induction Is Associated With EEG Discontinuity in Human Infants
    Chao, Jerry Y.
    Gutierrez, Rodrigo
    Legatt, Alan D.
    Yozawitz, Elissa G.
    Lo, Yungtai
    Adams, David C.
    Delphin, Ellise S.
    Shinnar, Shlomo
    Purdon, Patrick L.
    [J]. ANESTHESIA AND ANALGESIA, 2022, 135 (06) : 1207 - 1216
  • [4] Comparison of FFT and marginal spectra of EEG using empirical mode decomposition to monitor anesthesia
    Chen, Shih-Jui
    Peng, Chia-Ju
    Chen, Yi-Chun
    Hwang, Yean-Ren
    Lai, Ying-Sian
    Fan, Shou-Zen
    Jen, Kuo-Kuang
    [J]. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2016, 137 : 77 - 85
  • [5] Clinical signs and electroencephalographic patterns of emergence from sevoflurane anaesthesia in children: An observational study
    Cornelissen, Laura
    Donado, Carolina
    Lee, Johanna M.
    Liang, Norah E.
    Mills, Ian
    Tou, Andrea
    Bilge, Aykut
    Berde, Charles B.
    [J]. EUROPEAN JOURNAL OF ANAESTHESIOLOGY, 2018, 35 (01) : 49 - 59
  • [6] Complex networks approach for depth of anesthesia assessment
    Diykh, Mohammed
    Li, Yan
    Wen, Peng
    Li, Tianning
    [J]. MEASUREMENT, 2018, 119 : 178 - 189
  • [7] EEG Abnormalities Are Associated With Increased Risk of Transplant or Poor Outcome in Children With Acute Liver Failure
    Hussain, Elora
    Grimason, Michele
    Goldstein, Joshua
    Smith, Craig M.
    Alonso, Estella
    Whitington, Peter F.
    Wainwright, Mark S.
    [J]. JOURNAL OF PEDIATRIC GASTROENTEROLOGY AND NUTRITION, 2014, 58 (04) : 449 - 456
  • [8] Quantitative Evaluation of EEG-Biomarkers for Prediction of Sleep Stages
    Hussain, Iqram
    Hossain, Md Azam
    Jany, Rafsan
    Bari, Md Abdul
    Uddin, Musfik
    Kamal, Abu Raihan Mostafa
    Ku, Yunseo
    Kim, Jik-Soo
    [J]. SENSORS, 2022, 22 (08)
  • [9] COMPLEXITY OF FINITE SEQUENCES
    LEMPEL, A
    ZIV, J
    [J]. IEEE TRANSACTIONS ON INFORMATION THEORY, 1976, 22 (01) : 75 - 81
  • [10] Clinical Electroencephalography for Anesthesiologists Part I: Background and Basic Signatures
    Purdon, Patrick L.
    Sampson, Aaron
    Pavone, Kara J.
    Brown, Emery N.
    [J]. ANESTHESIOLOGY, 2015, 123 (04) : 937 - 960