DECODING OF HEART-BRAIN RELATION BY COMPLEXITY-BASED ANALYSIS OF HEART RATE VARIABILITY (HRV) AND ELECTROENCEPHALOGRAM (EEG) SIGNALS

被引:9
|
作者
Babini, Mohammad Hossein [1 ]
Kulish, Vladimir V. [2 ]
Krejcar, Ondrej [3 ,4 ,5 ]
Namazi, Hamidreza [1 ,4 ]
机构
[1] Monash Univ Malaysia, Sch Engn, Jalan Lagoon Selatan, Bandar Sunway 47500, Selangor Darul, Malaysia
[2] Czech Tech Univ, Fac Mech Engn, Jugoslavskych Partyzanu 1580-3, Prague 16000 6, Czech Republic
[3] Inst Technol & Business Ceske Budejovice, Okruzni 517-10, Ceske Budejovi 37001, Czech Republic
[4] Univ Hradec Kralove, Fac Informat & Management, Ctr Basic & Appl Res, Rokitanskeho 62, Hradec Kralove 50003 3, Czech Republic
[5] Univ Teknol Malaysia, Malaysia Japan Int Inst Technol MJIIT, Jalan Sultan Yahya Petra, Kuala Lumpur 54100, Malaysia
关键词
Heart; Brain; Electroencephalogram (EEG) Signals; Fractal Theory; Sample Entropy; R-R Time Series; Complexity; INFORMATION-BASED ANALYSIS; FRACTAL ANALYSIS;
D O I
10.1142/S0218348X22501900
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
Since the brain controls heart activations, there should be a correlation between their activities in different conditions. This study investigates the correlation between heart and brain responses to olfactory stimulation. We employed fractal theory and sample entropy to evaluate the complexity of EEG signals and Heart Rate Variability (HRV) in the form of R-R time series. We applied four different pleasant odors with different molecular complexities to 13 participants and analyzed their EEG and ECG signals. The results demonstrated that the complexities of HRV and EEG signals are strongly correlated; a bigger alteration in the complexity of olfactory stimuli is mapped to a bigger alteration in the complexity of HRV and EEG signals. This investigation can be similarly done to examine the correlation between various organs and the brain by quantifying the complexity of their signals versus brain signals.
引用
收藏
页数:11
相关论文
共 50 条
  • [1] Complexity-Based Decoding of the Coupling Among Heart Rate Variability (HRV) and Walking Path
    Mujib Kamal, Shahul
    Babini, Mohammad Hossein
    Krejcar, Ondrej
    Namazi, Hamidreza
    FRONTIERS IN PHYSIOLOGY, 2020, 11
  • [2] COMPLEXITY-BASED ANALYSIS OF HEART RATE VARIABILITY DURING AGING
    Dawi, Norazryana Mat
    Maresova, Petra
    Namazi, Hamidreza
    FRACTALS-COMPLEX GEOMETRY PATTERNS AND SCALING IN NATURE AND SOCIETY, 2022, 30 (09)
  • [3] Heart rate variability as measurement of heart-brain interactions
    Valderrama, Mario
    Navarro, Vincent
    Le Van Quyen, Michel
    EPILEPSIES, 2010, 22 (03): : 194 - 200
  • [4] Interindividual variability in heart rate variability (HRV) and complexity (HRC) measurements
    Ryan, Kathy L.
    Rickards, Caroline A.
    Muniz, Gary W.
    Moralez, Gilbert
    Convertino, Victor A.
    FASEB JOURNAL, 2008, 22
  • [5] Complexity-based analysis for the detection of heart murmurs
    Gomez-Garcia, J. A.
    Martinez-Vargas, J. D.
    Castellanos-Dominguez, G.
    2011 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2011, : 2728 - 2731
  • [6] Complexity-based decoding of the relation between human voice and brain activity
    Ahamed, Mohamed Rasmi Ashfaq
    Babini, Mohammad Hossein
    Namazi, Hamidreza
    TECHNOLOGY AND HEALTH CARE, 2020, 28 (06) : 665 - 674
  • [7] Heart-brain coupling: Resting heart rate variability is associated with network architecture in the resting brain
    Kumral, D.
    Beyer, F.
    Husser, D.
    Schroeter, M. L.
    Loeffler, M.
    Witte, V.
    Villringer, A.
    Gaebler, M.
    JOURNAL OF CEREBRAL BLOOD FLOW AND METABOLISM, 2017, 37 : 420 - 421
  • [8] Synchronization of Heart Rate and Respiratory Signals for HRV Analysis
    Vityazeva, Tatyana
    Vityazev, Sergey
    Mikheev, Anatoly
    2018 7TH MEDITERRANEAN CONFERENCE ON EMBEDDED COMPUTING (MECO), 2018, : 549 - 552
  • [9] THE EFFECT OF MUSIC THERAPY ON THE ELECTROENCEPHALOGRAM (EEG) AND HEART RATE VARIABILITY (HRV) OF PREMATURE INFANTS DURING ROUTINE PAINFUL PROCEDURES
    Pavel, Andreea M.
    Abu Dhais, Farah
    Howard, Caoimhe
    O'Toole, John M.
    Pavlidis, Elena
    Finn, Daragh
    Livingstone, Vicki
    Powell, Anna
    Dempsey, Eugene M.
    Boylan, Geraldine B.
    ARCHIVES OF DISEASE IN CHILDHOOD, 2019, 104 : A135 - A135
  • [10] Decoding of facial muscle-brain relation by information-based analysis of electromyogram (EMG) and electroencephalogram (EEG) signals
    Pakniyat, Najmeh
    Soundirarajan, Mirra
    Gohari, Soheil
    Burvill, Colin
    Krejcar, Ondrej
    Namazi, Hamidreza
    WAVES IN RANDOM AND COMPLEX MEDIA, 2021,