Analysis of cross-correlations in electroencephalogram signals as an approach to proactive diagnosis of schizophrenia

SF Timashev, OY Panischev, YS Polyakov… - Physica A: Statistical …, 2012 - Elsevier
We apply flicker-noise spectroscopy (FNS), a time series analysis method operating on
structure functions and power spectrum estimates, to study the clinical …

The application of statistical methods for the analysis of multi-parameter data of complex composite objects in the field of cyber-physical systems

S Demin, O Panischev, V Yunusov… - Cyber-Physical Systems …, 2021 - Springer
We design a scheme of an automated intelligent system for monitoring the evolution of
complex composite objects. We develop new methods for the analysis of multi-parameter …

Use of cross-correlation analysis of EEG signals for detecting risk level for development of schizophrenia

OY Panischev, SA Demin, AY Kaplan… - Biomedical …, 2013 - Springer
Study of the cross-correlation between EEGs can be used to detect susceptibility to
schizophrenia in children and adolescents (11 to 14 years old). To find diagnostic …

The development of statistical methods for the diagnosis of neurological diseases based on multiparameter analysis of brain activity

VA Yunusov, SA Demin - Journal of Physics: Conference Series, 2021 - iopscience.iop.org
The application of data science for the analysis of biomedical data presented as time series
allows using new methods of analysis of living systems. Therefore, using these methods it …

Analysis of Interictal EEG Signal Correlations for Diagnostics of Epilepsy

SA Demin, OY Panischev, SF Timashev… - Bulletin of the Russian …, 2020 - Springer
Principles are described for diagnosing epilepsy on the basis of the Memory Function
Formalism. Auto-and cross-correlations of electroencephalograms from healthy subjects and …

Auto-and cross-correlation analysis of the QSOs radio wave intensity

SA Demin, OY Panischev… - Journal of Physics …, 2015 - iopscience.iop.org
We discuss here the Flicker-Noise Spectroscopy approach to studying astrophysical
systems, for example the radio wave intensity of quasi-stellar object (QSO) 1641+ 399 and …

The use of Flicker-Noise Spectroscopy in the diagnosis of photosensitive epilepsy based on the analysis of human magnetoencephalograms

S Demin, O Panischev, V Yunusov… - 2020 International …, 2020 - ieeexplore.ieee.org
In this paper, we show that the use of Flicker-Noise Spectroscopy, one of the approaches of
data science, allows establishing the features of pathological bioelectric brain activity in …

Studying properties of abnormal human brain activity in photosensitive epilepsy caused by light stimulation

OY Panischev, SA Demin, IA Rusanova - Biomedical Engineering, 2015 - Springer
Fractal features of neuromagnetic activity of the cerebral cortex in photosensitive epilepsy
(PSE) before and after exposure to light flickering stimulus were studied. It was found that …

Multifractal detrended cross-correlation analysis of market clearing price of electricity and SENSEX in India

D Ghosh, S Dutta, S Chakraborty - Physica A: Statistical Mechanics and its …, 2015 - Elsevier
This paper reports a study on the cross-correlation between the electric bid price and
SENSEX using Multifractal Detrended Cross-correlation Analysis (MF-DXA). MF-DXA is a …

Flicker-noise spectroscopy analysis of magnetoencephalogram signals in diagnosis and treatment of photosensitive epilepsy

SA Demin, VA Yunusov… - Computational …, 2022 - spiedigitallibrary.org
Our study demonstrates the potential of Flicker-Noise Spectroscopy analysis of
neuromagnetic brain responses (magnetoencephalograms) in possible diagnosis and …