Cargando…

A Review of Methods of Diagnosis and Complexity Analysis of Alzheimer's Disease Using EEG Signals

This study will concentrate on recent research on EEG signals for Alzheimer's diagnosis, identifying and comparing key steps of EEG-based Alzheimer's disease (AD) detection, such as EEG signal acquisition, preprocessing function extraction, and classification methods. Furthermore, highligh...

Descripción completa

Detalles Bibliográficos
Autores principales:	Ouchani, Mahshad, Gharibzadeh, Shahriar, Jamshidi, Mahdieh, Amini, Morteza
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Hindawi 2021
Materias:	Review Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8566072/ https://www.ncbi.nlm.nih.gov/pubmed/34746303 http://dx.doi.org/10.1155/2021/5425569

Ejemplares similares

GC-CNNnet: Diagnosis of Alzheimer's Disease with PET Images Using Genetic and Convolutional Neural Network
por: Amini, Morteza, et al.
Publicado: (2022)

Diagnosis of Alzheimer's Disease by Time-Dependent Power Spectrum Descriptors and Convolutional Neural Network Using EEG Signal
por: Amini, Morteza, et al.
Publicado: (2021)

Single and Combined Neuroimaging Techniques for Alzheimer's Disease Detection
por: Amini, Morteza, et al.
Publicado: (2021)

Diagnosis of Alzheimer's Disease Severity with fMRI Images Using Robust Multitask Feature Extraction Method and Convolutional Neural Network (CNN)
por: Amini, Morteza, et al.
Publicado: (2021)

A Novel Method of Early Diagnosis of Alzheimer's Disease Based on EEG Signals
por: Al-Jumeily, Dhiya, et al.
Publicado: (2015)

EEG microstate complexity for aiding early diagnosis of Alzheimer’s disease
por: Tait, Luke, et al.
Publicado: (2020)

Computational methods of EEG signals analysis for Alzheimer’s disease classification
por: Vicchietti, Mário L., et al.
Publicado: (2023)

Synchrony analysis: application in early diagnosis, staging and prognosis of multiple sclerosis
por: Ghanbari, Zahra, et al.
Publicado: (2014)

Modeling studies for designing transcranial direct current stimulation protocol in Alzheimer's disease
por: Mahdavi, Shirin, et al.
Publicado: (2014)

Diagnosis of Alzheimer’s disease via resting-state EEG: integration of spectrum, complexity, and synchronization signal features
por: Zheng, Xiaowei, et al.
Publicado: (2023)

Quantile graphs for EEG-based diagnosis of Alzheimer’s disease
por: Pineda, Aruane M., et al.
Publicado: (2020)

Managing Epileptic Seizures by Controlling the Brain Driver Nodes: A Complex Network View
por: Bakouie, Fatemeh, et al.
Publicado: (2013)

Systematic Review on Resting-State EEG for Alzheimer's Disease Diagnosis and Progression Assessment
por: Cassani, Raymundo, et al.
Publicado: (2018)

Electromyographic Activity in the EEG in Alzheimer's Disease: Noise or Signal?
por: van der Hiele, Karin, et al.
Publicado: (2011)

Does EEG Montage Influence Alzheimer's Disease Electroclinic Diagnosis?
por: Trambaiolli, L. R., et al.
Publicado: (2011)

Combining EEG signal processing with supervised methods for Alzheimer’s patients classification
por: Fiscon, Giulia, et al.
Publicado: (2018)

Principal Dynamic Mode Analysis of EEG Data for Assisting the Diagnosis of Alzheimer’s Disease
Publicado: (2015)

Alzheimer’s Disease and Frontotemporal Dementia: A Robust Classification Method of EEG Signals and a Comparison of Validation Methods
por: Miltiadous, Andreas, et al.
Publicado: (2021)

The Correlation between Osteoporosis Occurrences in Both Schizophrenia and Parkinson’s Disease
por: Radaei, Fatemeh, et al.
Publicado: (2014)

Complexity Analysis of EEG, MEG, and fMRI in Mild Cognitive Impairment and Alzheimer’s Disease: A Review
por: Sun, Jie, et al.
Publicado: (2020)

Multimodal EEG-MRI in the differential diagnosis of Alzheimer's disease and dementia with Lewy bodies
por: Colloby, Sean J., et al.
Publicado: (2016)

Relationship among Bone Mineral Density Reduction, Hearing Loss, and Balance Disorders in Osteoporotic Patients
por: Radaei, Fatemeh, et al.
Publicado: (2013)

Relationship between Bone Mineral Density and Balance Disorders in Osteoporotic Patients
por: Radaei, Fatemeh, et al.
Publicado: (2013)

Working Memory Decline in Alzheimer’s Disease Is Detected by Complexity Analysis of Multimodal EEG-fNIRS
por: Perpetuini, David, et al.
Publicado: (2020)

Nonlinear Analysis of Electroencephalogram Signals while Listening to the Holy Quran
por: Vaghefi, Mahsa, et al.
Publicado: (2019)

Classification Methods Based on Complexity and Synchronization of Electroencephalography Signals in Alzheimer’s Disease
por: Nobukawa, Sou, et al.
Publicado: (2020)

Assessing the Effects of Alzheimer Disease on EEG Signals Using the Entropy Measure: A Meta-analysis
por: Ahmadieh, Hajar, et al.
Publicado: (2022)

Improving the Specificity of EEG for Diagnosing Alzheimer's Disease
por: Vialatte, François-B., et al.
Publicado: (2011)

Reproducibility of EEG functional connectivity in Alzheimer’s disease
por: Briels, Casper T., et al.
Publicado: (2020)

The hypothetical cost-conflict monitor: is it a possible trigger for conflict-driven control mechanisms in the human brain?
por: Zendehrouh, Sareh, et al.
Publicado: (2014)

Are Speech Attractor Models Useful in Diagnosing Vocal Fold Pathologies?
por: Shekofteh, Yasser, et al.
Publicado: (2013)

A fuzzy-oscillatory model of medial prefrontal cortex control function in spatial memory retrieval in human navigation function
por: Moghadam, Maryam, et al.
Publicado: (2022)

Using shallow neural networks with functional connectivity from EEG signals for early diagnosis of Alzheimer's and frontotemporal dementia
por: Ajra, Zaineb, et al.
Publicado: (2023)

Slowing and Loss of Complexity in Alzheimer's EEG: Two Sides of the Same Coin?
por: Dauwels, Justin, et al.
Publicado: (2011)

Novelty detection-based approach for Alzheimer’s disease and mild cognitive impairment diagnosis from EEG
por: Cejnek, Matous, et al.
Publicado: (2021)

Neural biomarker diagnosis and prediction to mild cognitive impairment and Alzheimer’s disease using EEG technology
por: Jiao, Bin, et al.
Publicado: (2023)

Bifurcation analysis of “synchronization fluctuation”: a diagnostic measure of brain epileptic states
por: Bakouie, Fatemeh, et al.
Publicado: (2014)

Chaperone signalling complexes in Alzheimer's disease
por: Koren, John, et al.
Publicado: (2009)

Topological Pattern Recognition of Severe Alzheimer's Disease via Regularized Supervised Learning of EEG Complexity
por: Fan, Miaolin, et al.
Publicado: (2018)

Deep-EEG: An Optimized and Robust Framework and Method for EEG-Based Diagnosis of Epileptic Seizure
por: Mir, Waseem Ahmad, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_i8n3tqdfmm7ugbpvmanqo0tkdt