ECG Classification Using Wavelet Packet Entropy and Random Forests

ECG-based heartbeat classification for arrhythmia detection: A survey

(2016) Eduardo José da S. Luz et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Deep learning approach for active classification of electrocardiogram signals

(2016) M.M. Al Rahhal et al.   INFORMATION SCIENCES

Medical Decision Support System for Diagnosis of Heart Arrhythmia using DWT and Random Forests Classifier

(2016) Emina Alickovic et al.   JOURNAL OF MEDICAL SYSTEMS

Cardiac arrhythmia classification using statistical and mixture modeling features of ECG signals

(2016) Rashid Ghorbani Afkhami et al.   PATTERN RECOGNITION LETTERS

Effect of Multiscale PCA De-noising in ECG Beat Classification for Diagnosis of Cardiovascular Diseases

(2014) Emina Alickovic et al.   CIRCUITS SYSTEMS AND SIGNAL PROCESSING

ECG arrhythmia classification based on optimum-path forest

(2012) Eduardo José da S. Luz et al.   EXPERT SYSTEMS WITH APPLICATIONS

ECG arrhythmia classification using a probabilistic neural network with a feature reduction method

(2012) Jeen-Shing Wang et al.   NEUROCOMPUTING

Random forest-based similarity measures for multi-modal classification of Alzheimer's disease

(2012) Katherine R. Gray et al.   NEUROIMAGE

LIBSVM

(2012) Chih-Chung Chang et al.   ACM Transactions on Intelligent Systems and Technology

A wavelet optimization approach for ECG signal classification

(2011) Abdelhamid Daamouche et al.   Biomedical Signal Processing and Control

Best basis-based wavelet packet entropy feature extraction and hierarchical EEG classification for epileptic detection

(2011) Deng Wang et al.   EXPERT SYSTEMS WITH APPLICATIONS

Optimization of ECG Classification by Means of Feature Selection

(2011) T. Mar et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Classification of sleep apnea types using wavelet packet analysis of short-term ECG signals

(2011) Jayavardhana Gubbi et al.   JOURNAL OF CLINICAL MONITORING AND COMPUTING

A comparative study of DWT, CWT and DCT transformations in ECG arrhythmias classification

(2010) Hamid Khorrami et al.   EXPERT SYSTEMS WITH APPLICATIONS

Robust algorithm for arrhythmia classification in ECG using extreme learning machine

(2009) Jinkwon Kim et al.   Biomedical Engineering Online

Nonadditive entropy: The concept and its use

(2009) C. Tsallis   EUROPEAN PHYSICAL JOURNAL A

Cardiac arrhythmia diagnosis method using linear discriminant analysis on ECG signals

(2009) Yun-Chi Yeh et al.   MEASUREMENT

Support vector machine-based arrhythmia classification using reduced features of heart rate variability signal

(2008) Babak Mohammadzadeh Asl et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Classification of ECG complexes using self-organizing CMAC

(2008) Cheng Wen et al.   MEASUREMENT

Computer aided diagnosis of ECG data on the least square support vector machine

(2007) Kemal Polat et al.   DIGITAL SIGNAL PROCESSING

Integration of independent component analysis and neural networks for ECG beat classification

(2007) S YU et al.   EXPERT SYSTEMS WITH APPLICATIONS

Selection of significant independent components for ECG beat classification

(2007) Sung-Nien Yu et al.   EXPERT SYSTEMS WITH APPLICATIONS

EEG feature extraction based on wavelet packet decomposition for brain computer interface

(2007) Wu Ting et al.   MEASUREMENT