Cargando…

A Study on Seizure Detection of EEG Signals Represented in 2D

A seizure is a neurological disorder caused by abnormal neuronal discharges in the brain, which severely reduces the quality of life of patients and often endangers their lives. Automatic seizure detection is an important research area in the treatment of seizure and is a prerequisite for seizure in...

Descripción completa

Detalles Bibliográficos
Autores principales:	Xiong, Zhiwen, Wang, Huibin, Zhang, Lili, Fan, Tanghuai, Shen, Jie, Zhao, Yue, Liu, Yang, Wu, Qi
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2021
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8348755/ https://www.ncbi.nlm.nih.gov/pubmed/34372381 http://dx.doi.org/10.3390/s21155145

Ejemplares similares

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)

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)

A Novel Deep Neural Network for Robust Detection of Seizures Using EEG Signals
por: Zhao, Wei, et al.
Publicado: (2020)

Underwater Object Segmentation Based on Optical Features
por: Chen, Zhe, et al.
Publicado: (2018)

Deep extreme learning machine with knowledge augmentation for EEG seizure signal recognition
por: Zhang, Xiongtao, et al.
Publicado: (2023)

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

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

A Physiology-Based Seizure Detection System for Multichannel EEG
por: Shen, Chia-Ping, et al.
Publicado: (2013)

A Biological Hierarchical Model Based Underwater Moving Object Detection
por: Shen, Jie, et al.
Publicado: (2014)

Seizure Prediction in EEG Signals Using STFT and Domain Adaptation
por: Peng, Peizhen, et al.
Publicado: (2022)

Integration of 24 Feature Types to Accurately Detect and Predict Seizures Using Scalp EEG Signals
por: Zhang, Yinda, et al.
Publicado: (2018)

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

Absence Seizure Detection Algorithm for Portable EEG Devices
por: Glaba, Pawel, et al.
Publicado: (2021)

The Prospects of Non-EEG Seizure Detection Devices in Dogs
por: Bongers, Jos, et al.
Publicado: (2022)

EEG datasets for seizure detection and prediction— A review
por: Wong, Sheng, et al.
Publicado: (2023)

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

Automatic Seizure Detection Based on Nonlinear Dynamical Analysis of EEG Signals and Mutual Information
por: Akbarian, Behnaz, et al.
Publicado: (2018)

Exploring Douglas-Peucker Algorithm in the Detection of Epileptic Seizure from Multicategory EEG Signals
por: Zarei, Roozbeh, et al.
Publicado: (2019)

Automatic seizure detection based on imaged-EEG signals through fully convolutional networks
por: Gómez, Catalina, et al.
Publicado: (2020)

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)

Detecting Epileptic Seizures in EEG Signals with Complementary Ensemble Empirical Mode Decomposition and Extreme Gradient Boosting
por: Wu, Jiang, et al.
Publicado: (2020)

An optimized design of seizure detection system using joint feature extraction of multichannel EEG signals
por: Torse, Dattaprasad, 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)

Seizure classification in EEG signals utilizing Hilbert-Huang transform
por: Oweis, Rami J, et al.
Publicado: (2011)

EEG-based neonatal seizure detection with Support Vector Machines
por: Temko, A., et al.
Publicado: (2011)

Interobserver agreement for neonatal seizure detection using multichannel EEG
por: Stevenson, Nathan J., et al.
Publicado: (2015)

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

A Primer on Hyperdimensional Computing for iEEG Seizure Detection
por: Schindler, Kaspar A., et al.
Publicado: (2021)

EEG seizure detection: concepts, techniques, challenges, and future trends
por: Ein Shoka, Athar A., et al.
Publicado: (2023)

Diagnostic Accuracy of the Ambulatory EEG vs. Routine EEG for First Single Unprovoked Seizures and Seizure Recurrence: The DX-Seizure Study
por: Hernández-Ronquillo, Lizbeth, et al.
Publicado: (2020)

Retracted: Enhanced Feature Extraction-Based CNN Approach for Epileptic Seizure Detection from EEG Signals
por: Healthcare Engineering, Journal of
Publicado: (2023)

Phenobarbital reduces EEG amplitude and propagation of neonatal seizures but does not alter performance of automated seizure detection
por: Mathieson, Sean R., et al.
Publicado: (2016)

Cannot write session to /tmp/vufind_sessions/sess_nepktq70j1380ngnkgsnjk6ve9