Cargando…

EEG-based clinical decision support system for Alzheimer's disorders diagnosis using EMD and deep learning techniques

INTRODUCTION: Despite the existence of numerous clinical techniques for identifying neurological brain disorders in their early stages, Electroencephalogram (EEG) data shows great promise as a means of detecting Alzheimer's disease (AD) at an early stage. The main goal of this research is to cr...

Descripción completa

Detalles Bibliográficos
Autores principales:	AlSharabi, Khalil, Salamah, Yasser Bin, Aljalal, Majid, Abdurraqeeb, Akram M., Alturki, Fahd A.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2023
Materias:	Human Neuroscience
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10501399/ https://www.ncbi.nlm.nih.gov/pubmed/37719771 http://dx.doi.org/10.3389/fnhum.2023.1190203

Ejemplares similares

EEG Signal Analysis for Diagnosing Neurological Disorders Using Discrete Wavelet Transform and Intelligent Techniques †
por: Alturki, Fahd A., et al.
Publicado: (2020)

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)

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

Cross-Dataset Variability Problem in EEG Decoding With Deep Learning
por: Xu, Lichao, et al.
Publicado: (2020)

Editorial: Techniques Advances and Clinical Applications in Fused EEG-fNIRS
por: Yuan, Zhen, et al.
Publicado: (2019)

EEG Signals Feature Extraction Based on DWT and EMD Combined with Approximate Entropy
por: Ji, Na, et al.
Publicado: (2019)

Emotion Recognition from EEG Signals Using Multidimensional Information in EMD Domain
por: Zhuang, Ning, et al.
Publicado: (2017)

Multimodal Prediction of Alzheimer's Disease Severity Level Based on Resting-State EEG and Structural MRI
por: Jesus, Belmir, et al.
Publicado: (2021)

Application of Referencing Techniques in EEG-Based Recordings of Contact Heat Evoked Potentials (CHEPS)
por: Anders, Malte, et al.
Publicado: (2020)

Classification of low-density EEG for epileptic seizures by energy and fractal features based on EMD
por: Moctezuma, Luis Alfredo, et al.
Publicado: (2020)

A Survey on Deep Learning-Based Short/Zero-Calibration Approaches for EEG-Based Brain–Computer Interfaces
por: Ko, Wonjun, et al.
Publicado: (2021)

EEG brain signals to detect the sleep health of a driver: An automated framework system based on deep learning
por: Ettahiri, Halima, et al.
Publicado: (2022)

A Novel Recurrent Neural Network to Classify EEG Signals for Customers' Decision-Making Behavior Prediction in Brand Extension Scenario
por: Ma, Qingguo, et al.
Publicado: (2021)

Identifying biomarkers for tDCS treatment response in Alzheimer’s disease patients: a machine learning approach using resting-state EEG classification
por: Andrade, Suellen Marinho, et al.
Publicado: (2023)

Combined EMD-sLORETA Analysis of EEG Data Collected during a Contour Integration Task
por: Al-Subari, Karema, et al.
Publicado: (2016)

A Hybrid EMD-Wavelet EEG Feature Extraction Method for the Classification of Students' Interest in the Mathematics Classroom
por: Babiker, Areej, et al.
Publicado: (2021)

The Influence of Different EEG References on Scalp EEG Functional Network Analysis During Hand Movement Tasks
por: Zhang, Lipeng, et al.
Publicado: (2020)

Case Report: Deep Brain Stimulation of the Nucleus Basalis of Meynert for Advanced Alzheimer's Disease
por: Zhang, Wei, et al.
Publicado: (2021)

A novel deep learning approach for diagnosing Alzheimer's disease based on eye-tracking data
por: Sun, Jinglin, et al.
Publicado: (2022)

Mapping the Scene and Object Processing Networks by Intracranial EEG
por: Vlcek, Kamil, et al.
Publicado: (2020)

Feedback Related Potentials for EEG-Based Typing Systems
por: Gonzalez-Navarro, Paula, et al.
Publicado: (2022)

Recognition of Consumer Preference by Analysis and Classification EEG Signals
por: Aldayel, Mashael, et al.
Publicado: (2021)

Editorial: EEG/MEG based diagnosis for psychiatric disorders
por: Zhang, Junpeng, et al.
Publicado: (2022)

CutFEM forward modeling for EEG source analysis
por: Erdbrügger, Tim, et al.
Publicado: (2023)

Deep clinicopathological phenotyping identifies a previously unrecognized pathogenic EMD splice variant
por: Calame, Daniel G., et al.
Publicado: (2021)

The Application of EEG Mu Rhythm Measures to Neurophysiological Research in Stuttering
por: Jenson, David, et al.
Publicado: (2020)

Persistence of EEG Alpha Entrainment Depends on Stimulus Phase at Offset
por: Otero, Mónica, et al.
Publicado: (2020)

EEG Features of Evoked Tactile Sensation: Two Cases Study
por: Qin, Changyu, et al.
Publicado: (2022)

Decoding Intracranial EEG With Machine Learning: A Systematic Review
por: Mirchi, Nykan, et al.
Publicado: (2022)

The power of multivariate approach in identifying EEG correlates of interlimb coupling
por: Hascher, Sophie, et al.
Publicado: (2023)

Local Properties of Vigilance States: EMD Analysis of EEG Signals during Sleep-Waking States of Freely Moving Rats
por: Kumar, Rupesh, et al.
Publicado: (2013)

DWT-EMD Feature Level Fusion Based Approach over Multi and Single Channel EEG Signals for Seizure Detection
por: Jana, Gopal Chandra, et al.
Publicado: (2022)

Proactive Control of Emotional Distraction: Evidence From EEG Alpha Suppression
por: Murphy, Justin, et al.
Publicado: (2020)

Estimating Cognitive Workload in an Interactive Virtual Reality Environment Using EEG
por: Tremmel, Christoph, et al.
Publicado: (2019)

Neuroergonomic Assessment of Hot Beverage Preparation and Consumption: An EEG and EDA Study
por: Sargent, Amanda, et al.
Publicado: (2020)

EEG Correlates of Long-Distance Dependency Formation in Mandarin Wh-Questions
por: Lo, Chia-Wen, et al.
Publicado: (2021)

Epileptic High-Frequency Oscillations in Intracranial EEG Are Not Confounded by Cognitive Tasks
por: Boran, Ece, et al.
Publicado: (2021)

Investigating Nuisance Effects Induced in EEG During tACS Application
por: Holzmann, Romain, et al.
Publicado: (2021)

A State-of-the-Art Review of EEG-Based Imagined Speech Decoding
por: Lopez-Bernal, Diego, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_aijdio2fi0ic7c286pi49qgvan