NDLI: The Potential Application of Multiscale Entropy Analysis of Electroencephalography in Children with Neurological and Neuropsychiatric Disorders

Please wait, while we are loading the content...

Influence of Failure Probability Due to Parameter and Anchor Variance of a Freeway Dip Slope Slide—A Case Study in Taiwan †

Group-Constrained Maximum Correntropy Criterion Algorithms for Estimating Sparse Mix-Noised Channels

Entropy Generation Analysis of Wildfire Propagation

Logical Entropy and Logical Mutual Information of Experiments in the Intuitionistic Fuzzy Case

Minimum and Maximum Entropy Distributions for Binary Systems with Known Means and Pairwise Correlations

The Potential Application of Multiscale Entropy Analysis of Electroencephalography in Children with Neurological and Neuropsychiatric Disorders

A Sparse Multiwavelet-Based Generalized Laguerre–Volterra Model for Identifying Time-Varying Neural Dynamics from Spiking Activities

Iterative QR-Based SFSIC Detection and Decoder Algorithm for a Reed–Muller Space-Time Turbo System

An Improved System for Utilizing Low-Temperature Waste Heat of Flue Gas from Coal-Fired Power Plants

Survey on Probabilistic Models of Low-Rank Matrix Factorizations

Incipient Fault Diagnosis of Rolling Bearings Based on Impulse-Step Impact Dictionary and Re-Weighted Minimizing Nonconvex Penalty Lq Regular Technique

Securing Wireless Communications of the Internet of Things from the Physical Layer, An Overview

Spatio-Temporal Variability of Soil Water Content under Different Crop Covers in Irrigation Districts of Northwest China

Computing Entropies with Nested Sampling

Atangana–Baleanu and Caputo Fabrizio Analysis of Fractional Derivatives for Heat and Mass Transfer of Second Grade Fluids over a Vertical Plate: A Comparative Study

Deformed Jarzynski Equality

Thermal and Exergetic Analysis of the Goswami Cycle Integrated with Mid-Grade Heat Sources

Quality Systems. A Thermodynamics-Related Interpretive Model

Power-Law Distributions from Sigma-Pi Structure of Sums of Random Multiplicative Processes

The Emergence of Hyperchaos and Synchronization in Networks with Discrete Periodic Oscillators

Person-Situation Debate Revisited: Phase Transitions with Quenched and Annealed Disorders

Effect of Slip Conditions and Entropy Generation Analysis with an Effective Prandtl Number Model on a Nanofluid Flow through a Stretching Sheet

Relationship between Entropy, Corporate Entrepreneurship and Organizational Capabilities in Romanian Medium Sized Enterprises

Solutions to the Cosmic Initial Entropy Problem without Equilibrium Initial Conditions

A View of Information-Estimation Relations in Gaussian Networks

Multiscale Information Decomposition: Exact Computation for Multivariate Gaussian Processes

Statistical Process Control for Unimodal Distribution Based on Maximum Entropy Distribution Approximation

Generalized Maxwell Relations in Thermodynamics with Metric Derivatives

Intrinsic Losses Based on Information Geometry and Their Applications

Thermal Transport and Entropy Production Mechanisms in a Turbulent Round Jet at Supercritical Thermodynamic Conditions

Optimal Belief Approximation

Complexity, Criticality and Computation

On the Modelling and Control of a Laboratory Prototype of a Hydraulic Canal Based on a TITO Fractional-Order Model

Coupled DM Heating in SCDEW Cosmologies

LPI Optimization Framework for Radar Network Based on Minimum Mean-Square Error Estimation

Planck-Scale Soccer-Ball Problem: A Case of Mistaken Identity

Self-Organized Supercriticality and Oscillations in Networks of Stochastic Spiking Neurons

A Fuzzy Comprehensive Evaluation Method Based on AHP and Entropy for a Landslide Susceptibility Map

Quantum Genetic Learning Control of Quantum Ensembles with Hamiltonian Uncertainties

Parameterization of Coarse-Grained Molecular Interactions through Potential of Mean Force Calculations and Cluster Expansion Techniques

Global Efficiency of Heat Engines and Heat Pumps with Non-Linear Boundary Conditions

Optimal Multiuser Diversity in Multi-Cell MIMO Uplink Networks: User Scaling Law and Beamforming Design

Tidal Analysis Using Time–Frequency Signal Processing and Information Clustering

A Noninformative Prior on a Space of Distribution Functions

A Thermodynamic Point of View on Dark Energy Models

On the Reliability Function of Variable-Rate Slepian-Wolf Coding

On Entropy Test for Conditionally Heteroscedastic Location-Scale Time Series Models

Spurious Memory in Non-Equilibrium Stochastic Models of Imitative Behavior

Noise Robustness Analysis of Performance for EEG-Based Driver Fatigue Detection Using Different Entropy Feature Sets

On Increased Arc Endurance of the Cu–Cr System Materials

Securing Relay Networks with Artificial Noise: An Error Performance-Based Approach

Avalanching Systems with Longer Range Connectivity: Occurrence of a Crossover Phenomenon and Multifractal Finite Size Scaling

Toward a Theory of Industrial Supply Networks: A Multi-Level Perspective via Network Analysis

Kinetic Theory beyond the Stosszahlansatz

The Potential Application of Multiscale Entropy Analysis of Electroencephalography in Children with Neurological and Neuropsychiatric Disorders

Content Provider	MDPI
Author	Chu, Yen-Ju Chang, Chi-Feng Shieh, Jiann-Shing Lee, Wang-Tso
Abstract	Electroencephalography (EEG) is frequently used in functional neurological assessment of children with neurological and neuropsychiatric disorders. Multiscale entropy (MSE) can reveal complexity in both short and long time scales and is more feasible in the analysis of EEG. Entropy-based estimation of EEG complexity is a powerful tool in investigating the underlying disturbances of neural networks of the brain. Most neurological and neuropsychiatric disorders in childhood affect the early stage of brain development. The analysis of EEG complexity may show the influences of different neurological and neuropsychiatric disorders on different regions of the brain during development. This article aims to give a brief summary of current concepts of MSE analysis in pediatric neurological and neuropsychiatric disorders. Studies utilizing MSE or its modifications for investigating neurological and neuropsychiatric disorders in children were reviewed. Abnormal EEG complexity was shown in a variety of childhood neurological and neuropsychiatric diseases, including autism, attention deficit/hyperactivity disorder, Tourette syndrome, and epilepsy in infancy and childhood. MSE has been shown to be a powerful method for analyzing the non-linear anomaly of EEG in childhood neurological diseases. Further studies are needed to show its clinical implications on diagnosis, treatment, and outcome prediction.
File Size	232448
File Format	PDF
e-ISSN	10994300
DOI	10.3390/e19080428
Journal	Entropy
Issue Number	8
Volume Number	19
Language	English
Publisher Date	2017-08-21
Access Restriction	Open
Subject Keyword	EEG multiscale entropy autism attention deficit/hyperactivity disorder Tourette syndrome epilepsy neonatal seizure
Content Type	Text
Resource Type	Article

Central Library (ISO-9001:2015 Certified)
Indian Institute of Technology Kharagpur
Kharagpur, West Bengal, India | PIN - 721302

See location in the Map
03222 282435
Mail: support@ndl.gov.in

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in