标题
The Effect of Multiscale PCA De-noising in Epileptic Seizure Detection
作者
关键词
Multiscale PCA, Epileptic seizure detection, Spectral analysis, Machine learning, Electroencephalogram (EEG), Multilayer perceptron (MLP), <em class=EmphasisTypeItalic >k</em> Nearest neighbor (k-NN), Decision tree (C4.5)
出版物
JOURNAL OF MEDICAL SYSTEMS
Volume 38, Issue 10, Pages -
出版商
Springer Nature
发表日期
2014-08-29
DOI
10.1007/s10916-014-0131-0
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。- ICA-Based EEG denoising: a comparative analysis of fifteen methods
- (2014) L. Albera et al. Bulletin of the Polish Academy of Sciences-Technical Sciences
- Epileptic seizure detection with linear and nonlinear features
- (2012) Qi Yuan et al. EPILEPSY & BEHAVIOR
- Multistage seizure detection techniques optimized for low-power hardware platforms
- (2011) Shriram Raghunathan et al. EPILEPSY & BEHAVIOR
- Employing spatially constrained ICA and wavelet denoising, for automatic removal of artifacts from multichannel EEG data
- (2011) Muhammad Tahir Akhtar et al. SIGNAL PROCESSING
- Improved patient specific seizure detection during pre-surgical evaluation
- (2010) Eric C.-P. Chua et al. CLINICAL NEUROPHYSIOLOGY
- EEG signal classification using PCA, ICA, LDA and support vector machines
- (2010) Abdulhamit Subasi et al. EXPERT SYSTEMS WITH APPLICATIONS
- A Patient-Adaptive Profiling Scheme for ECG Beat Classification
- (2010) M Faezipour et al. IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE
- Employment and Comparison of Different Artificial Neural Networks for Epilepsy Diagnosis from EEG Signals
- (2010) Esma Sezer et al. JOURNAL OF MEDICAL SYSTEMS
- Application of Higher Order Spectra to Identify Epileptic EEG
- (2010) Kuang Chua Chua et al. JOURNAL OF MEDICAL SYSTEMS
- A fuzzy rule-based system for epileptic seizure detection in intracranial EEG
- (2009) A. Aarabi et al. CLINICAL NEUROPHYSIOLOGY
- Epileptic Seizure Detection in EEGs Using Time–Frequency Analysis
- (2009) A.T. Tzallas et al. IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE
- Classifying Epilepsy Diseases Using Artificial Neural Networks and Genetic Algorithm
- (2009) Sabri Koçer et al. JOURNAL OF MEDICAL SYSTEMS
- Analysis of EEG Signals Under Flash Stimulation for Migraine and Epileptic Patients
- (2009) Selahaddin Batuhan Akben et al. JOURNAL OF MEDICAL SYSTEMS
- Epileptic EEG detection using neural networks and post-classification
- (2008) L.M. Patnaik et al. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
- Principal Component Analysis-Enhanced Cosine Radial Basis Function Neural Network for Robust Epilepsy and Seizure Detection
- (2008) S. Ghosh-Dastidar et al. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
- Neural Network-Based Computer-Aided Diagnosis in Classification of Primary Generalized Epilepsy by EEG Signals
- (2008) Seyfettin Noyan Oğulata et al. JOURNAL OF MEDICAL SYSTEMS
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 NowBecome a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get Started