Cargando…

Exploring Douglas-Peucker Algorithm in the Detection of Epileptic Seizure from Multicategory EEG Signals

Discovering the concealed patterns of Electroencephalogram (EEG) signals is a crucial part in efficient detection of epileptic seizures. This study develops a new scheme based on Douglas-Peucker algorithm (DP) and principal component analysis (PCA) for extraction of representative and discriminatory...

Descripción completa

Detalles Bibliográficos
Autores principales:	Zarei, Roozbeh, He, Jing, Siuly, Siuly, Huang, Guangyan, Zhang, Yanchun
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Hindawi 2019
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6642761/ https://www.ncbi.nlm.nih.gov/pubmed/31360715 http://dx.doi.org/10.1155/2019/5173589

Ejemplares similares

Exploring Sampling in the Detection of Multicategory EEG Signals
por: Siuly, Siuly, et al.
Publicado: (2015)

Epileptic seizure detection from EEG signals using logistic model trees
por: Kabir, Enamul, et al.
Publicado: (2016)

Exploring deep residual network based features for automatic schizophrenia detection from EEG
por: Siuly, Siuly, et al.
Publicado: (2023)

A spectrogram image based intelligent technique for automatic detection of autism spectrum disorder from EEG
por: Tawhid, Md. Nurul Ahad, et al.
Publicado: (2021)

Textural feature based intelligent approach for neurological abnormality detection from brain signal data
por: Tawhid, Md. Nurul Ahad, et al.
Publicado: (2022)

Epileptic Seizure Detection Based on EEG Signals and CNN
por: Zhou, Mengni, et al.
Publicado: (2018)

Epileptic Disorder Detection of Seizures Using EEG Signals
por: Alharthi, Mariam K., et al.
Publicado: (2022)

Health information science: 8th international conference, HIS 2019, Xi'an, China, October 18-20, 2019, proceedings
por: Wang, Hua, et al.
Publicado: (2019)

SchizoGoogLeNet: The GoogLeNet-Based Deep Feature Extraction Design for Automatic Detection of Schizophrenia
por: Siuly, Siuly, et al.
Publicado: (2022)

Health information science: 6th international conference, HIS 2017, Moscow, Russia, October 7-9, 2017, proceedings
por: Siuly, Siuly, et al.
Publicado: (2017)

A Micro Neural Network for Healthcare Sensor Data Stream Classification in Sustainable and Smart Cities
por: Wu, Jin, et al.
Publicado: (2022)

Epileptic seizure detection using EEG signals and extreme gradient boosting
por: Vanabelle, Paul, et al.
Publicado: (2020)

A Shallow Autoencoder Framework for Epileptic Seizure Detection in EEG Signals
por: Khan, Gul Hameed, et al.
Publicado: (2023)

Detection of Epileptic Seizure Event and Onset Using EEG
por: Ahammad, Nabeel, et al.
Publicado: (2014)

Wireless Sensor Networks for Heritage Object Deformation Detection and Tracking Algorithm
por: Xie, Zhijun, et al.
Publicado: (2014)

Time–frequency texture descriptors of EEG signals for efficient detection of epileptic seizure
por: Şengür, Abdulkadir, et al.
Publicado: (2016)

EEG-based epileptic seizure detection using binary dragonfly algorithm and deep neural network
por: Yogarajan, G., et al.
Publicado: (2023)

Health information science: 7th international conference, HIS 2018, Cairns, QLD, Australia, October 5-7, 2018, proceedings
por: Siuly, Siuly, et al.
Publicado: (2018)

Ensemble Classifier for Epileptic Seizure Detection for Imperfect EEG Data
por: Abualsaud, Khalid, et al.
Publicado: (2015)

Classification of single-channel EEG signals for epileptic seizures detection based on hybrid features
por: Lu, Yanan, et al.
Publicado: (2018)

Epileptic Seizures Detection in EEG Signals Using Fusion Handcrafted and Deep Learning Features
por: Malekzadeh, Anis, et al.
Publicado: (2021)

A Recent Investigation on Detection and Classification of Epileptic Seizure Techniques Using EEG Signal
por: Saminu, Sani, et al.
Publicado: (2021)

A deep learning framework for epileptic seizure detection based on neonatal EEG signals
por: Gramacki, Artur, et al.
Publicado: (2022)

Detection of epileptic seizures through EEG signals using entropy features and ensemble learning
por: Dastgoshadeh, Mahshid, et al.
Publicado: (2023)

Computer-Aided System for the Detection of Multicategory Pulmonary Tuberculosis in Radiographs
por: Xie, Yilin, et al.
Publicado: (2020)

Epileptic Seizure Prediction Using CSP and LDA for Scalp EEG Signals
por: Alotaiby, Turky N., et al.
Publicado: (2017)

Evaluation of Feature Selection Methods for Classification of Epileptic Seizure EEG Signals
por: Sánchez-Hernández, Sergio E., et al.
Publicado: (2022)

Detecting Epileptic Seizure from Scalp EEG Using Lyapunov Spectrum
por: Khoa, Truong Quang Dang, et al.
Publicado: (2012)

Detection of epileptic seizure based on entropy analysis of short-term EEG
por: Li, Peng, et al.
Publicado: (2018)

A multi-context learning approach for EEG epileptic seizure detection
por: Yuan, Ye, et al.
Publicado: (2018)

Real-time Inference and Detection of Disruptive EEG Networks for Epileptic Seizures
por: Bomela, Walter, et al.
Publicado: (2020)

On the Use of Wavelet Domain and Machine Learning for the Analysis of Epileptic Seizure Detection from EEG Signals
por: Kavitha, K. V. N., et al.
Publicado: (2022)

Enhanced Feature Extraction-based CNN Approach for Epileptic Seizure Detection from EEG Signals
por: Dhar, Puja, et al.
Publicado: (2022)

Epileptic Seizure Detection Based on Variational Mode Decomposition and Deep Forest Using EEG Signals
por: Liu, Xiang, et al.
Publicado: (2022)

A DM-ELM based classifier for EEG brain signal classification for epileptic seizure detection
por: Mishra, Shruti, et al.
Publicado: (2022)

A multicategory logit model detecting temporal changes in antimicrobial resistance
por: Aerts, Marc, et al.
Publicado: (2022)

EEG epileptic seizure detection and classification based on dual-tree complex wavelet transform and machine learning algorithms
por: Slimen, Itaf Ben, et al.
Publicado: (2020)

Electroencephalogram Signal Classification for Automated Epileptic Seizure Detection Using Genetic Algorithm
por: Nanthini, B. Suguna, et al.
Publicado: (2017)

Improved epileptic seizure detection combining dynamic feature normalization with EEG novelty detection
por: Bogaarts, J. G., et al.
Publicado: (2016)

Epileptic seizure prediction based on EEG spikes detection of ictal-preictal states
por: Slimen, Itaf Ben, et al.
Publicado: (2020)

Cannot write session to /tmp/vufind_sessions/sess_pe6i10jaruca7ta0s583bicqsl