Complexity-based classification of the coronavirus disease (COVID-19)

H Namazi, VV Kulish - Fractals, 2020 - World Scientific
COVID-19 is a pandemic disease, which massively affected human lives in more than 200
countries. Caused by the coronavirus SARS-CoV-2, this acute respiratory illness affects the …

Analysis of pregnancy development by complexity and information-based analysis of fetal phonocardiogram (PCG) signals

H Namazi, O Krejcar - Fluctuation and Noise Letters, 2021 - World Scientific
One of the crucial areas of pregnancy research is to analyze the pregnancy development.
For this purpose, scientists analyze the different conditions of fetuses to understand their …

[HTML][HTML] Complexity-based analysis of the correlation between stride interval variability and muscle reaction at different walking speeds

H Namazi - Biomedical Signal Processing and Control, 2021 - Elsevier
In this research, for the first time, we evaluated the correlation between the variations of leg
muscle reaction and gait at different walking speeds. Since leg muscle reaction in the form of …

Information-based classification of electroencephalography (EEG) signals for healthy adolescents and adolescents with symptoms of Schizophrenia

H Namazi - Fluctuation and Noise Letters, 2020 - World Scientific
Analysis of the brain activity is the major research area in human neuroscience. Besides
many works that have been conducted on analysis of brain activity in case of healthy …

Analysis of the correlation between muscle reaction and stride interval variability in single-task and dual-task walking

NM Dawi, B Ramakrishnan, F Maly, K Kuca, H Namazi - Fractals, 2021 - World Scientific
Analysis of leg muscle activation and gait variability during locomotion is an important area
of research in physiological and sport sciences. In this paper, we analyzed the coupling …

Complexity and information-based analysis of the heart rate variability (HRV) while sitting, hand biking, walking, and running

H Namazi - Fractals, 2021 - World Scientific
Analysis of the variations of heart activity during different human activities is an important
area of research in sport sciences. Therefore, in this paper, we evaluated the variations of …

Analysis of brain‐facial muscle connection in the static fractal visual stimulation

M Soundirarajan, MH Babini, S Sim… - … Journal of Imaging …, 2021 - Wiley Online Library
Abstract Analysis of the coupling among the brain and various organs activities is an exciting
and new research area of biomedical signal analysis. We decode the correlation among the …

Decoding the correlation among leg muscle and brain activations in different body movements

J Ramadoss, K Rajagopal, NM Dawi, H Namazi… - Fractals, 2022 - World Scientific
We investigated the correlation among brain and leg muscle activations by analyzing
Electroencephalogram (EEG) and Electromyogram (EMG) signals in different conditions …

Information and memory-based analysis for decoding of the human learning between normal and virtual reality (VR) conditions

H Namazi, MH Babini, K Kuca, O Krejcar - Fractals, 2021 - World Scientific
In this paper, we investigated the learning ability of students in normal versus virtual reality
(VR) watching of videos by mathematical analysis of electroencephalogram (EEG) signals …

Evaluation of the coupling between the brain and facial muscles reactions to moving visual stimuli

M Soundirarajan, O Krejcar… - Fluctuation and Noise …, 2021 - World Scientific
Since the brain regulates our facial reactions, there should be a relationship between their
activities. Moving (dynamic) visual stimuli are an important type of visual stimuli that we are …