4.7 Article

Epileptic Seizure Detection with EEG Textural Features and Imbalanced Classification Based on EasyEnsemble Learning

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Computer Science, Artificial Intelligence

Using Dictionary Pair Learning for Seizure Detection

Xin Ma et al.

INTERNATIONAL JOURNAL OF NEURAL SYSTEMS (2019)

Article Engineering, Biomedical

An epileptic seizure detection system based on cepstral analysis and generalized regression neural network

Erdem Yavuz et al.

BIOCYBERNETICS AND BIOMEDICAL ENGINEERING (2018)

Article Engineering, Biomedical

Automatic seizure detection by modified line length and Mahalanobis distance function

Anagh Pathak et al.

BIOMEDICAL SIGNAL PROCESSING AND CONTROL (2018)

Article Engineering, Biomedical

Fuzzy distribution entropy and its application in automated seizure detection technique

Tao Zhang et al.

BIOMEDICAL SIGNAL PROCESSING AND CONTROL (2018)

Article Computer Science, Artificial Intelligence

Robust detection of epileptic seizures based on L1-penalized robust regression of EEG signals

Ramy Hussein et al.

EXPERT SYSTEMS WITH APPLICATIONS (2018)

Article Computer Science, Artificial Intelligence

Regional parallel structure based CNN for thermal infrared face identification

Peng Wang et al.

INTEGRATED COMPUTER-AIDED ENGINEERING (2018)

Article Computer Science, Artificial Intelligence

Vehicle type detection by ensembles of convolutional neural networks operating on super resolved images

Miguel A. Molina-Cabello et al.

INTEGRATED COMPUTER-AIDED ENGINEERING (2018)

Article Computer Science, Artificial Intelligence

Epileptic EEG Identification via LBP Operators on Wavelet Coefficients

Qi Yuan et al.

INTERNATIONAL JOURNAL OF NEURAL SYSTEMS (2018)

Article Computer Science, Artificial Intelligence

Epileptic Seizure Prediction Using Diffusion Distance and Bayesian Linear Discriminate Analysis on Intracranial EEG

Shasha Yuan et al.

INTERNATIONAL JOURNAL OF NEURAL SYSTEMS (2018)

Article Computer Science, Artificial Intelligence

Deep Neural Architectures for Mapping Scalp to Intracranial EEG

Andreas Antoniades et al.

INTERNATIONAL JOURNAL OF NEURAL SYSTEMS (2018)

Article Computer Science, Artificial Intelligence

Epileptic Seizure Detection Based on Time-Frequency Images of EEG Signals Using Gaussian Mixture Model and Gray Level Co-Occurrence Matrix Features

Yang Li et al.

INTERNATIONAL JOURNAL OF NEURAL SYSTEMS (2018)

Article Biology

Deep convolutional neural network for the automated detection and diagnosis of seizure using EEG signals

U. Rajendra Acharya et al.

COMPUTERS IN BIOLOGY AND MEDICINE (2018)

Article Computer Science, Artificial Intelligence

A scalable approach based on deep learning for big data time series forecasting

J. F. Torres et al.

INTEGRATED COMPUTER-AIDED ENGINEERING (2018)

Review Behavioral Sciences

Automated seizure prediction

U. Rajendra Acharya et al.

EPILEPSY & BEHAVIOR (2018)

Article Clinical Neurology

Automatic Seizure Detection Based on Morphological Features Using One-Dimensional Local Binary Pattern on Long-Term EEG

P. P. Muhammed Shanir et al.

CLINICAL EEG AND NEUROSCIENCE (2018)

Article Computer Science, Artificial Intelligence

Non-linear classifiers applied to EEG analysis for epilepsy seizure detection

Jesus Martinez-Del-Rincon et al.

EXPERT SYSTEMS WITH APPLICATIONS (2017)

Article Computer Science, Artificial Intelligence

Layer multiplexing FPGA implementation for deep back-propagation learning

Francisco Ortega-Zamorano et al.

INTEGRATED COMPUTER-AIDED ENGINEERING (2017)

Article Computer Science, Artificial Intelligence

Image recognition with deep neural networks in presence of noise - Dealing with and taking advantage of distortions

Michal Koziarski et al.

INTEGRATED COMPUTER-AIDED ENGINEERING (2017)

Article Computer Science, Artificial Intelligence

Seizure Control in a Computational Model Using a Reinforcement Learning Stimulation Paradigm

Vivek Nagaraj et al.

INTERNATIONAL JOURNAL OF NEURAL SYSTEMS (2017)

Article Computer Science, Artificial Intelligence

Online Automated Seizure Detection in Temporal Lobe Epilepsy Patients Using Single-lead ECG

Thomas De Cooman et al.

INTERNATIONAL JOURNAL OF NEURAL SYSTEMS (2017)

Article Computer Science, Artificial Intelligence

A Cross-Correlated Delay Shift Supervised Learning Method for Spiking Neurons with Application to Interictal Spike Detection in Epilepsy

Lilin Guo et al.

INTERNATIONAL JOURNAL OF NEURAL SYSTEMS (2017)

Article Computer Science, Artificial Intelligence

Seizure Forecasting and the Preictal State in Canine Epilepsy

Yogatheesan Varatharajah et al.

INTERNATIONAL JOURNAL OF NEURAL SYSTEMS (2017)

Article Computer Science, Artificial Intelligence

Which Brain Regions are Important for Seizure Dynamics in Epileptic Networks? Influence of Link Identification and EEG Recording Montage on Node Centralities

Christian Geier et al.

INTERNATIONAL JOURNAL OF NEURAL SYSTEMS (2017)

Article Computer Science, Artificial Intelligence

A Realistic Seizure Prediction Study Based on Multiclass SVM

Bruno Direito et al.

INTERNATIONAL JOURNAL OF NEURAL SYSTEMS (2017)

Article Clinical Neurology

Epileptic seizure detection in EEGs signals based on the weighted visibility graph entropy

Zeynab Mohammadpoory et al.

SEIZURE-EUROPEAN JOURNAL OF EPILEPSY (2017)

Article Clinical Neurology

Epileptic seizure detection based on imbalanced classification and wavelet packet transform

Qi Yuan et al.

SEIZURE-EUROPEAN JOURNAL OF EPILEPSY (2017)

Article Computer Science, Hardware & Architecture

A hybrid automated detection of epileptic seizures in EEG records

Noha S. Tawfik et al.

COMPUTERS & ELECTRICAL ENGINEERING (2016)

Article Biology

Patient non-specific algorithm for seizures detection in scalp EEG

Lorena Orosco et al.

COMPUTERS IN BIOLOGY AND MEDICINE (2016)

Article Engineering, Biomedical

Hidden pattern discovery on epileptic EEG with 1-D local binary patterns and epileptic seizures detection by grey relational analysis

Yilmaz Kaya

AUSTRALASIAN PHYSICAL & ENGINEERING SCIENCES IN MEDICINE (2015)

Article Behavioral Sciences

Seizure detection method based on fractal dimension and gradient boosting

Yanli Zhang et al.

EPILEPSY & BEHAVIOR (2015)

Article Computer Science, Artificial Intelligence

Multifractal Analysis and Relevance Vector Machine-Based Automatic Seizure Detection in Intracranial EEG

Yanli Zhang et al.

INTERNATIONAL JOURNAL OF NEURAL SYSTEMS (2015)

Article Computer Science, Artificial Intelligence

Online Epileptic Seizure Prediction Using Wavelet-Based Bi-Phase Correlation of Electrical Signals Tomography

Zahra Vahabi et al.

INTERNATIONAL JOURNAL OF NEURAL SYSTEMS (2015)

Article Computer Science, Artificial Intelligence

Kernel Collaborative Representation-Based Automatic Seizure Detection in Intracranial EEG

Shasha Yuan et al.

INTERNATIONAL JOURNAL OF NEURAL SYSTEMS (2015)

Review Clinical Neurology

Wavelet-based EEG processing for computer-aided seizure detection and epilepsy diagnosis

Oliver Faust et al.

SEIZURE-EUROPEAN JOURNAL OF EPILEPSY (2015)

Article Clinical Neurology

A Wavelet-Statistical Features Approach for Nonconvulsive Seizure Detection

Priyanka Sharma et al.

CLINICAL EEG AND NEUROSCIENCE (2014)

Article Behavioral Sciences

Automatic seizure detection using diffusion distance and BLDA in intracranial EEG

Shasha Yuan et al.

EPILEPSY & BEHAVIOR (2014)

Article Computer Science, Artificial Intelligence

Epileptic seizure detection using DWT based fuzzy approximate entropy and support vector machine

Yatindra Kumar et al.

NEUROCOMPUTING (2014)

Article Clinical Neurology

Real-time detection of epileptic seizures in animal models using reservoir computing

Pieter Buteneers et al.

EPILEPSY RESEARCH (2013)

Article Engineering, Biomedical

Epileptic Seizure Detection Using Lacunarity and Bayesian Linear Discriminant Analysis in Intracranial EEG

Weidong Zhou et al.

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2013)

Article Computer Science, Artificial Intelligence

AUTOMATED DIAGNOSIS OF EPILEPSY USING CWT, HOS AND TEXTURE PARAMETERS

U. Rajendra Acharya et al.

INTERNATIONAL JOURNAL OF NEURAL SYSTEMS (2013)

Article Computer Science, Artificial Intelligence

APPLICATION OF INTRINSIC TIME-SCALE DECOMPOSITION (ITD) TO EEG SIGNALS FOR AUTOMATED SEIZURE PREDICTION

Roshan Joy Martis et al.

INTERNATIONAL JOURNAL OF NEURAL SYSTEMS (2013)

Article Computer Science, Artificial Intelligence

COMPARISON OF ICTAL AND INTERICTAL EEG SIGNALS USING FRACTAL FEATURES

Yu Wang et al.

INTERNATIONAL JOURNAL OF NEURAL SYSTEMS (2013)

Article Computer Science, Artificial Intelligence

Weighted extreme learning machine for imbalance learning

Weiwei Zong et al.

NEUROCOMPUTING (2013)

Article Behavioral Sciences

Epileptic seizure detection with linear and nonlinear features

Qi Yuan et al.

EPILEPSY & BEHAVIOR (2012)

Article Engineering, Biomedical

Automatic Seizure Detection Using Wavelet Transform and SVM in Long-Term Intracranial EEG

Yinxia Liu et al.

IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING (2012)

Article Computer Science, Artificial Intelligence

APPLICATION OF NON-LINEAR AND WAVELET BASED FEATURES FOR THE AUTOMATED IDENTIFICATION OF EPILEPTIC EEG SIGNALS

U. Rajendra Acharya et al.

INTERNATIONAL JOURNAL OF NEURAL SYSTEMS (2012)

Article Clinical Neurology

Improved patient specific seizure detection during pre-surgical evaluation

Eric C. -P. Chua et al.

CLINICAL NEUROPHYSIOLOGY (2011)

Article Behavioral Sciences

Multistage seizure detection techniques optimized for low-power hardware platforms

Shriram Raghunathan et al.

EPILEPSY & BEHAVIOR (2011)

Article Computer Science, Artificial Intelligence

Expert model for detection of epileptic activity in EEG signature

Tapan Gandhi et al.

EXPERT SYSTEMS WITH APPLICATIONS (2010)

Article Computer Science, Artificial Intelligence

Lyapunov exponents/probabilistic neural networks for analysis of EEG signals

Elif Derya Ubeyli

EXPERT SYSTEMS WITH APPLICATIONS (2010)

Article Computer Science, Artificial Intelligence

Entropies based detection of epileptic seizures with artificial neural network classifiers

S. Pravin Kumar et al.

EXPERT SYSTEMS WITH APPLICATIONS (2010)

Article Clinical Neurology

A fuzzy rule-based system for epileptic seizure detection in intracranial EEG

A. Aarabi et al.

CLINICAL NEUROPHYSIOLOGY (2009)

Article Engineering, Biomedical

Principal component analysis-enhanced cosine radial basis function neural network for robust epilepsy and seizure detection

Samanwoy Ghosh-Dastidar et al.

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2008)

Article Engineering, Biomedical

Mixed-band wavelet-chaos-neural network methodology for epilepsy and epileptic seizure detection

Samanwoy Ghosh-Dastidar et al.

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2007)

Article Computer Science, Artificial Intelligence

Training cost-sensitive neural networks with methods addressing the class imbalance problem

ZH Zhou et al.

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING (2006)

Article Clinical Neurology

An automatic warning system for epileptic seizures recorded on intracerebral EEGs

S Grewal et al.

CLINICAL NEUROPHYSIOLOGY (2005)

Article Clinical Neurology

Wavelet based automatic seizure detection in intracerebral electroencephalogram

YU Khan et al.

CLINICAL NEUROPHYSIOLOGY (2003)

Article Biochemical Research Methods

Analysis of EEG records in an epileptic patient using wavelet transform

H Adeli et al.

JOURNAL OF NEUROSCIENCE METHODS (2003)

Article Engineering, Biomedical

Seizure prediction by nonlinear EEG analysis

K Lehnertz et al.

IEEE ENGINEERING IN MEDICINE AND BIOLOGY MAGAZINE (2003)

Article Computer Science, Artificial Intelligence

Multiresolution gray-scale and rotation invariant texture classification with local binary patterns

T Ojala et al.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2002)

Article Computer Science, Interdisciplinary Applications

Linear and non-linear methods for automatic seizure detection in scalp electro-encephalogram recordings

PE McSharry et al.

MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING (2002)