Feature selection for EEG-based fatigue analysis using pearson correlation

D Risqiwati, AD Wibawa, ES Pane… - … Technology and Its …, 2020 - ieeexplore.ieee.org
Mental fatigue is one kind of exhaustion that occurs in a person's mental state. Mental
fatigue will arise if the brain is continuously forced to work. This mental fatigue is also …

Classification for Memory Activities: Experiments and EEG Analysis Based on Networks Constructed via Phase‐Locking Value

J Xi, XL Huang, XY Dang, BB Ge… - … methods in medicine, 2022 - Wiley Online Library
Electroencephalogram (EEG) plays a crucial role in the study of working memory, which
involves the complex coordination of brain regions. In this research, we designed and …

Intracranial Atherosclerotic Stenosis Is Associated with Cognitive Impairment in Patients with Nondisabling Ischemic Stroke: A pCASL-Based Study

B Du, P Wu, S Yin, S Cao, Y Mo, Y Liu, Y Zhang… - Brain …, 2023 - liebertpub.com
Background: Intracranial atherosclerotic stenosis (ICAS) is a key risk factor for vascular
cognitive impairment. Cerebral blood flow (CBF) and the spatial coefficient of variation …

Evaluation of EEG Signals by Spectral Peak Methods and Statistical Correlation for Mental State Discrimination Induced by Arithmetic Tasks

DA Coman, S Ionita, I Lita - Sensors, 2024 - mdpi.com
Bringing out brain activity through the interpretation of EEG signals is a challenging problem
that involves combined methods of signal analysis. The issue of classifying mental states …

Symbolic joint entropy reveals the coupling of various brain regions

X Ma, X Huang, S Du, H Liu, X Ning - Physica A: Statistical Mechanics and …, 2018 - Elsevier
The convergence and divergence of oscillatory behavior of different brain regions are very
important for the procedure of information processing. Measurements of coupling or …

Intrahemispheric symmetry of brain perfusion. Part 1. Calculation procedure

NA Nikolov, SS Makeiev, TG Novikova… - Radioelectronics and …, 2021 - Springer
As has been noted in the analysis of the symmetry of radiopharmaceutical (RPh) distribution
between the cerebral hemispheres according to the data of a single-photon emission …

Local detrended cross-correlation analysis for non-stationary time series

LS Zhai, RY Liu - Physica A: Statistical Mechanics and its Applications, 2019 - Elsevier
We propose a method called local detrended cross-correlation analysis (LDCCA) to quantify
temporal power-law cross-correlation characteristics of coupled time series at local samples …

Common interferences removal from dense multichannel EEG using independent component decomposition

W Li, Y Shen, J Zhang, X Huang… - … Methods in Medicine, 2018 - Wiley Online Library
To improve the spatial resolution, dense multichannel electroencephalogram with more than
32 leads has gained more and more applications. However, strong common interference will …

[HTML][HTML] Внутриполушарная симметрия перфузии головного мозга. Часть 3. Оценка нейро-психологического состояния пациентов по данным ОФЭКТ

МО Ніколов, ТГ Новікова, СС Макеєв… - Вісті вищих учбових …, 2022 - radio.kpi.ua
Анотація В третій частині циклу статей проведена діагностика і лікування пацієнтів, як
військово службових, так і цивільних осіб, що перенесли черепно-мозкову травму (ЧМТ) …

[PDF][PDF] Investigation of 1064-nm laser fluence within tissue phantoms and its in vivo effects on human brain networks

H Parvez - 2018 - mavmatrix.uta.edu
There are many studies which have utilized different wavelengths of NIR laser [19, 31-35].
However, from an engineering and technical standpoint, there has been a very limited …