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

Effect of multiscale PCA de-noising on EMG signal classification for diagnosis of neuromuscular disorders

(2014) Ercan Gokgoz et al.   JOURNAL OF MEDICAL SYSTEMS

ECG beat classification using a cost sensitive classifier

(2013) Z. Zidelmal et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Application of principal component analysis to ECG signals for automated diagnosis of cardiac health

(2012) Roshan Joy Martis et al.   EXPERT SYSTEMS WITH APPLICATIONS

Detection of cardiac arrhythmia in electrocardiograms using adaptive feature extraction and modified support vector machines

(2012) Chia-Ping Shen et al.   EXPERT SYSTEMS WITH APPLICATIONS

Classification of electrocardiogram signals with support vector machines and genetic algorithms using power spectral features

(2010) A. Khazaee et al.   Biomedical Signal Processing and Control

Classification of the electrocardiogram signals using supervised classifiers and efficient features

(2010) Ataollah Ebrahim Zadeh et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

A multi-stage automatic arrhythmia recognition and classification system

(2010) Yakup Kutlu et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Personalized long-term ECG classification: A systematic approach

(2010) Serkan Kiranyaz et al.   EXPERT SYSTEMS WITH APPLICATIONS

Integration of type-2 fuzzy clustering and wavelet transform in a neural network based ECG classifier

(2010) Yüksel Özbay 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

A novel fuzzy c-means method for classifying heartbeat cases from ECG signals

(2010) Yun-Chi Yeh et al.   MEASUREMENT

Correlation technique and least square support vector machine combine for frequency domain based ECG beat classification

(2010) Saibal Dutta et al.   MEDICAL ENGINEERING & PHYSICS

Robust Detection of Premature Ventricular Contractions Using a Wave-Based Bayesian Framework

(2009) O. Sayadi et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

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 Electrocardiogram Signals With Support Vector Machines and Particle Swarm Optimization

(2008) F. Melgani et al.   IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE

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

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

Assessment and comparison of different methods for heartbeat classification

(2007) I. Jekova et al.   MEDICAL ENGINEERING & PHYSICS