Cargando…

EEG Signal Analysis for Diagnosing Neurological Disorders Using Discrete Wavelet Transform and Intelligent Techniques †

Analysis of electroencephalogram (EEG) signals is essential because it is an efficient method to diagnose neurological brain disorders. In this work, a single system is developed to diagnose one or two neurological diseases at the same time (two-class mode and three-class mode). For this purpose, di...

Descripción completa

Detalles Bibliográficos
Autores principales:	Alturki, Fahd A., AlSharabi, Khalil, Abdurraqeeb, Akram M., Aljalal, Majid
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2020
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7361958/ https://www.ncbi.nlm.nih.gov/pubmed/32354161 http://dx.doi.org/10.3390/s20092505

Ejemplares similares

Detection of Parkinson’s disease from EEG signals using discrete wavelet transform, different entropy measures, and machine learning techniques
por: Aljalal, Majid, et al.
Publicado: (2022)

EEG-based clinical decision support system for Alzheimer's disorders diagnosis using EMD and deep learning techniques
por: AlSharabi, Khalil, et al.
Publicado: (2023)

Parkinson’s Disease Detection from Resting-State EEG Signals Using Common Spatial Pattern, Entropy, and Machine Learning Techniques
por: Aljalal, Majid, et al.
Publicado: (2022)

EEG-Based Computer Aided Diagnosis of Autism Spectrum Disorder Using Wavelet, Entropy, and ANN
por: Djemal, Ridha, et al.
Publicado: (2017)

Ripples in mathematics: the discrete wavelet transform
por: Jensen, Arne, et al.
Publicado: (2001)

A high-performance seizure detection algorithm based on Discrete Wavelet Transform (DWT) and EEG
por: Chen, Duo, et al.
Publicado: (2017)

Discrete wavelet transformations: an elementary approach with applications
por: Van Fleet, Patrick
Publicado: (2008)

Intelligent Extraction of Salient Feature From Electroencephalogram Using Redundant Discrete Wavelet Transform
por: Wang, Xian-Yu, et al.
Publicado: (2022)

Diagnosis of Encephalopathy Based on Energies of EEG Subbands Using Discrete Wavelet Transform and Support Vector Machine
por: Jacob, Jisu Elsa, et al.
Publicado: (2018)

Circulant Singular Spectrum Analysis and Discrete Wavelet Transform for Automated Removal of EOG Artifacts from EEG Signals
por: Yedukondalu, Jammisetty, et al.
Publicado: (2023)

Substructure recover by 3D Discrete Wavelet Transforms
por: Pagliaro, A, et al.
Publicado: (1998)

Prediction of hot spots in protein–DNA binding interfaces based on discrete wavelet transform and wavelet packet transform
por: Sun, Yu, et al.
Publicado: (2023)

Discrete wavelet transform de-noising in eukaryotic gene splicing
por: George, Tina P, et al.
Publicado: (2010)

Background Subtraction Based on Three-Dimensional Discrete Wavelet Transform
por: Han, Guang, et al.
Publicado: (2016)

Quantifying the ON and OFF Contributions to the Flash ERG with the Discrete Wavelet Transform
por: Gauvin, Mathieu, et al.
Publicado: (2017)

EEG Analysis with Wavelet Transform under Music Perception Stimulation
por: Xue, Jing
Publicado: (2021)

Damage Detection on Sudden Stiffness Reduction Based on Discrete Wavelet Transform
por: Chen, Bo, et al.
Publicado: (2014)

Application of discrete wavelet transform for analysis of genomic sequences of Mycobacterium tuberculosis
por: Saini, Shiwani, et al.
Publicado: (2016)

Hybrid Adaptive Lossless Image Compression Based on Discrete Wavelet Transform
por: Starosolski, Roman
Publicado: (2020)

Automated Diagnosis of Mammogram Images of Breast Cancer Using Discrete Wavelet Transform and Spherical Wavelet Transform Features: A Comparative Study
por: Ganesan, Karthikeyan, et al.
Publicado: (2014)

Efficient algorithms for discrete wavelet transform: with applications to denoising and fuzzy inference systems
por: Shukla, K K, et al.
Publicado: (2013)

Assessing the Contribution of the Oscillatory Potentials to the Genesis of the Photopic ERG with the Discrete Wavelet Transform
por: Gauvin, Mathieu, et al.
Publicado: (2016)

Time–Frequency Analysis of ERG With Discrete Wavelet Transform and Matching Pursuits for Glaucoma
por: Sarossy, Marc, et al.
Publicado: (2022)

Retracted: EEG Analysis with Wavelet Transform under Music Perception Stimulation
por: Healthcare Engineering, Journal of
Publicado: (2023)

Multifractal Detrended Fluctuation Analysis of Human EEG: Preliminary Investigation and Comparison with the Wavelet Transform Modulus Maxima Technique
por: Zorick, Todd, et al.
Publicado: (2013)

Coronary Arteries Segmentation Based on the 3D Discrete Wavelet Transform and 3D Neutrosophic Transform
por: Chen, Shuo-Tsung, et al.
Publicado: (2015)

Discrete Fourier and wavelet transforms: an introduction through linear algebra with applications to signal processing
por: Goodman, Roe W
Publicado: (2016)

Biomarker discovery in MALDI-TOF serum protein profiles using discrete wavelet transformation
por: Alexandrov, Theodore, et al.
Publicado: (2009)

Use of Discrete Wavelet Transform to Assess Impedance Fluctuations Obtained from Cellular Micromotion
por: Tung, Tse-Hua, et al.
Publicado: (2020)

Wavelet Transform as a Helping Tool During EEG Analysis in Children with Epilepsy
por: Zahirovic, Salko, et al.
Publicado: (2021)

DBP-iDWT: Improving DNA-Binding Proteins Prediction Using Multi-Perspective Evolutionary Profile and Discrete Wavelet Transform
por: Ali, Farman, et al.
Publicado: (2022)

Introduction to wavelets and wavelet transforms : a primer /
por: Burrus, C. S.
Publicado: (1998)

The wavelet transform
por: Pathak, Ram Shankar
Publicado: (2009)

Energy Detection Based on Undecimated Discrete Wavelet Transform and Its Application in Magnetic Anomaly Detection
por: Nie, Xinhua, et al.
Publicado: (2014)

Application of 1-D discrete wavelet transform based compressed sensing matrices for speech compression
por: Parkale, Yuvraj V., et al.
Publicado: (2016)

SSAW: A new sequence similarity analysis method based on the stationary discrete wavelet transform
por: Lin, Jie, et al.
Publicado: (2018)

Estimation of Combustion Parameters from Engine Vibrations Based on Discrete Wavelet Transform and Gradient Boosting
por: Kefalas, Achilles, et al.
Publicado: (2022)

Discrete Wavelet Transform Analysis of the Electroretinogram in Autism Spectrum Disorder and Attention Deficit Hyperactivity Disorder
por: Constable, Paul A., et al.
Publicado: (2022)

Performance of discrete wavelet transform‐based method in the detection of influenza outbreaks in Iran: An ecological study
por: Minaeian, Sara, et al.
Publicado: (2023)

Screening of Discrete Wavelet Transform Parameters for the Denoising of Rolling Bearing Signals in Presence of Localised Defects
por: Brusa, Eugenio, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_le5svnc4re3omq940jqffvlm7p