Automatic Epileptic Seizure Detection in EEG Using Nonsubsampled Wavelet–Fourier Features
出版年份 2017 全文链接
标题
Automatic Epileptic Seizure Detection in EEG Using Nonsubsampled Wavelet–Fourier Features
作者
关键词
Electroencephalography (EEG), Seizure detection, Dual-tree complex wavelet transform (DTCWT), Fourier transform, Nonsubsampled wavelet transform
出版物
Journal of Medical and Biological Engineering
Volume 37, Issue 1, Pages 123-131
出版商
Springer Nature
发表日期
2017-01-17
DOI
10.1007/s40846-016-0214-0
参考文献
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。- A Cauchy-Based State-Space Model for Seizure Detection in EEG Monitoring Systems
- (2015) Yueming Wang et al. IEEE INTELLIGENT SYSTEMS
- Wavelet-based EEG processing for computer-aided seizure detection and epilepsy diagnosis
- (2015) Oliver Faust et al. SEIZURE-EUROPEAN JOURNAL OF EPILEPSY
- Automatic Epileptic Seizure Detection Using Scalp EEG and Advanced Artificial Intelligence Techniques
- (2015) Paul Fergus et al. Biomed Research International
- Automatic EEG seizure detection using dual-tree complex wavelet-Fourier features
- (2013) Guangyi Chen EXPERT SYSTEMS WITH APPLICATIONS
- Signal denoising using neighbouring dual-tree complex wavelet coefficients
- (2012) G. Chen et al. IET Signal Processing
- Wavelet-based sparse functional linear model with applications to EEGs seizure detection and epilepsy diagnosis
- (2012) Shengkun Xie et al. MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING
- Classification of electroencephalogram signals with combined time and frequency features
- (2011) Zafer Iscan et al. EXPERT SYSTEMS WITH APPLICATIONS
- EEG signals classification using the K-means clustering and a multilayer perceptron neural network model
- (2011) Umut Orhan et al. EXPERT SYSTEMS WITH APPLICATIONS
- Tackling EEG signal classification with least squares support vector machines: A sensitivity analysis study
- (2010) Clodoaldo A.M. Lima et al. COMPUTERS IN BIOLOGY AND MEDICINE
- EEG signal classification using PCA, ICA, LDA and support vector machines
- (2010) Abdulhamit Subasi et al. EXPERT SYSTEMS WITH APPLICATIONS
- Epileptic seizure detection using multiwavelet transform based approximate entropy and artificial neural networks
- (2010) Ling Guo et al. JOURNAL OF NEUROSCIENCE METHODS
- Automatic epileptic seizure detection in EEGs based on line length feature and artificial neural networks
- (2010) Ling Guo et al. JOURNAL OF NEUROSCIENCE METHODS
- Least squares support vector machine employing model-based methods coefficients for analysis of EEG signals
- (2009) Elif Derya Übeyli˙ EXPERT SYSTEMS WITH APPLICATIONS
- Epileptic Seizure Detection in EEGs Using Time–Frequency Analysis
- (2009) A.T. Tzallas et al. IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE
- Automatic detection of epileptic seizures in EEG using discrete wavelet transform and approximate entropy
- (2008) Hasan Ocak EXPERT SYSTEMS WITH APPLICATIONS
- Invariant pattern recognition using radon, dual-tree complex wavelet and Fourier transforms
- (2008) G.Y. Chen et al. PATTERN RECOGNITION
- A novel data reduction method: Distance based data reduction and its application to classification of epileptiform EEG signals
- (2007) Kemal Polat et al. APPLIED MATHEMATICS AND COMPUTATION
- Artificial immune recognition system with fuzzy resource allocation mechanism classifier, principal component analysis and FFT method based new hybrid automated identification system for classification of EEG signals
- (2007) Kemal Polat et al. EXPERT SYSTEMS WITH APPLICATIONS
- Cross-correlation aided support vector machine classifier for classification of EEG signals
- (2007) Suryannarayana Chandaka et al. EXPERT SYSTEMS WITH APPLICATIONS
Add your recorded webinar
Do you already have a recorded webinar? Grow your audience and get more views by easily listing your recording on Peeref.
Upload NowCreate your own webinar
Interested in hosting your own webinar? Check the schedule and propose your idea to the Peeref Content Team.
Create Now