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Article type: Research Article
Authors: Pakniyat, Najmeha | Babini, Mohammad Hosseinb | Kulish, Vladimir V.c | Namazi, Hamidrezab; *
Affiliations: [a] Shiraz University of Medical Sciences, Shiraz, Iran | [b] School of Engineering, Monash University, Selangor, Malaysia | [c] Faculty of Mechanical Engineering, Czech Technical University in Prague, Prague, Czech Republic
Correspondence: [*] Corresponding author: Hamidreza Namazi, School of Engineering, Monash University, Selangor, Malaysia. E-mail: [email protected].
Abstract: BACKGROUND: Analysis of the heart activity is one of the important areas of research in biomedical science and engineering. For this purpose, scientists analyze the activity of the heart in various conditions. Since the brain controls the heart’s activity, a relationship should exist among their activities. OBJECTIVE: In this research, for the first time the coupling between heart and brain activities was analyzed by information-based analysis. METHODS: Considering Shannon entropy as the indicator of the information of a system, we recorded electroencephalogram (EEG) and electrocardiogram (ECG) signals of 13 participants (7 M, 6 F, 18–22 years old) in different external stimulations (using pineapple, banana, vanilla, and lemon flavors as olfactory stimuli) and evaluated how the information of EEG signals and R-R time series (as heart rate variability (HRV)) are linked. RESULTS: The results indicate that the changes in the information of the R-R time series and EEG signals are strongly correlated (ρ=-0.9566). CONCLUSION: We conclude that heart and brain activities are related.
Keywords: Heart, brain, Shannon entropy, electrocardiogram signals, ECG, electroencephalogram signals, EEG, HRV, heart rate variability, information content
DOI: 10.3233/THC-213136
Journal: Technology and Health Care, vol. 30, no. 3, pp. 661-671, 2022
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