Methods and Algorithms for Extracting and Classifying Diagnostic Information from Electroencephalograms and Videos

YV Obukhov, IA Kershner, DM Murashov… - Pattern Recognition and …, 2023 - Springer
This article describes new approaches and methods for analyzing long-term EEG data and
synchronous video-EEG monitoring of patients with epilepsy and restoration of cognitive …

[HTML][HTML] Wavelet ridges in EEG diagnostic features extraction: epilepsy long-time monitoring and rehabilitation after traumatic brain injury

YV Obukhov, IA Kershner, RA Tolmacheva, MV Sinkin… - Sensors, 2021 - mdpi.com
Interchannel EEG synchronization, as well as its violation, is an important diagnostic sign of
a number of diseases. In particular, during an epileptic seizure, such synchronization occurs …

[HTML][HTML] An algorithm for detecting events in video EEG monitoring data of patients with craniocerebral injuries

DM Murashov, YV Obukhov, IA Kershner… - Компьютерная …, 2021 - cyberleninka.ru
One of the problems solved by analyzing the data of long-term Video EEG monitoring is the
differentiation of epileptic and artifact events. For this, not only multichannel EEG signals are …

Frequency features for detecting events in video sequence of video-EEG monitoring data

D Murashov, Y Obukhov… - … Archives of the …, 2021 - … -remote-sens-spatial-inf-sci.net
The work is devoted to the study of the frequency features of the optical flow obtained from
the video record of long-term video-electroencephalographic (video-EEG) monitoring data of …

WAVELET ANALYSIS OF EEG: ELECTROPHYSIOLOGICAL PHENOMENAAND THEIR INTERPRETATION

YA Turovskiy, YA Turovsky - Journal of Volgograd State Medical …, 2011 - rjraap.com
An effective method of processing medical and biologic information on the basis of
continuous wavelet transformation is proposed. The method is applied to the analysis of …

Extraction of diagnostic information on brain diseases by analyzing wavelet spectra of biomedical signals

OS Sushkova, AV Gabova, LA Zhavoronkova… - Biomedical …, 2021 - Springer
New approaches to the analysis of Morlet wavelet spectra of electroencephalograms,
electromyograms, and accelerometer signals are proposed. The proposed approaches are …

Detection of epileptic events in electroencephalograms using wavelet analysis

CE D'attellis, SI Isaacson, RO Sirne - Annals of Biomedical Engineering, 1997 - Springer
This study deals with the problem of identification of epileptic events in
electroencephalograms using multiresolution wavelet analysis. The following problems are …

[HTML][HTML] Application of frequency features of optical flow for event detection in video-EEG monitoring data

M Dmitry, O Yury, K Ivan, S Mikhail - Journal of Biomedical …, 2021 - cyberleninka.ru
The work is devoted to the study of the frequency features of the optical flow obtained from
the video record of long-term video-electroencephalographic (video-EEG) monitoring data of …

Automatic Diagnostics and Processing of EEG

AE Hramov, AA Koronovskii, VA Makarov… - Wavelets in …, 2015 - Springer
This chapter considers basic problems of automatic diagnostics and processing of EEG. We
discuss the wavelet-based techniques in order to fully automatize “routine” operations, such …

[HTML][HTML] Estimation of inter-channel phase synchronization of EEG signals in the ridges of their wavelet spectrograms in patients with traumatic brain injury

RA Tolmacheva, YV Obukhov… - International …, 2021 - researchgate.net
A new method to estimate the phase coupling of electroencephalogram (EEG) signals in
different channels is based on the calculation of difference of phase characteristics for …