ECG Arrhythmia Classification using High Order Spectrum and 2D Graph Fourier Transform

A novel electrocardiogram feature extraction approach for cardiac arrhythmia classification

(2019) Leandro B. Marinho et al.   Future Generation Computer Systems-The International Journal of eScience

Decomposition of higher-order spectra for blind multiple-input deconvolution, pattern identification and separation

(2019) Christopher K. Kovach et al.   SIGNAL PROCESSING

Infection Analysis on Irregular Networks Through Graph Signal Processing

(2019) Seyyedali Hosseinalipour et al.   IEEE Transactions on Network Science and Engineering

An efficient ECG denoising methodology using empirical mode decomposition and adaptive switching mean filter

(2018) Manas Rakshit et al.   Biomedical Signal Processing and Control

Heart rate variability analysis using neural network models for automatic detection of lifestyle activities

(2018) Sarah Christina Matta et al.   Biomedical Signal Processing and Control

Automated diagnosis of arrhythmia using combination of CNN and LSTM techniques with variable length heart beats

(2018) Shu Lih Oh et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Low-Dimensional Models for Traffic Data Processing Using Graph Fourier Transform

(2018) Narendra Babu Chindanur et al.   COMPUTING IN SCIENCE & ENGINEERING

Evaluation of cardiac arrhythmic risks using a rabbit model of left ventricular systolic dysfunction

(2018) Bianca Hemmeryckx et al.   EUROPEAN JOURNAL OF PHARMACOLOGY

Sparse representation of ECG signals for automated recognition of cardiac arrhythmias

(2018) Sandeep Raj et al.   EXPERT SYSTEMS WITH APPLICATIONS

Novel methodology of cardiac health recognition based on ECG signals and evolutionary-neural system

(2018) Paweł Pławiak   EXPERT SYSTEMS WITH APPLICATIONS

Wireless Capacitive-Based ECG Sensing for Feature Extraction and Mobile Health Monitoring

(2018) Johan Wannenburg et al.   IEEE SENSORS JOURNAL

Specific Emitter Identification Based on Variational Mode Decomposition and Spectral Features in Single Hop and Relaying Scenarios

(2018) Udit Satija et al.   IEEE Transactions on Information Forensics and Security

Towards End-to-End ECG Classification with Raw Signal Extraction and Deep Neural Networks

(2018) Shensheng Sean Xu et al.   IEEE Journal of Biomedical and Health Informatics

A Directed Graph Fourier Transform With Spread Frequency Components

(2018) Rasoul Shafipour et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Adaptive Interference Cancellation of ECG Signals

(2017) Aifeng Ren et al.   SENSORS

On the detection of Cardiac Arrhythmia with Principal Component Analysis

(2017) Harjeet Kaur et al.   WIRELESS PERSONAL COMMUNICATIONS

Vertex-frequency analysis on graphs

(2016) David I Shuman et al.   APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS

A new rolling bearing fault diagnosis method based on GFT impulse component extraction

(2016) Lu Ou et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

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

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

Gear Fault Diagnosis Based on Empirical Mode Decomposition and 1.5 Dimension Spectrum

(2016) Jianhua Cai et al.   SHOCK AND VIBRATION

Global, regional, and national age–sex specific all-cause and cause-specific mortality for 240 causes of death, 1990–2013: a systematic analysis for the Global Burden of Disease Study 2013

(2015)   LANCET

Heartbeat classification using disease-specific feature selection

(2013) Zhancheng Zhang et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Heartbeat Classification Using Morphological and Dynamic Features of ECG Signals

(2012) Can Ye et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

ECG arrhythmia recognition via a neuro-SVM–KNN hybrid classifier with virtual QRS image-based geometrical features

(2011) M.R. Homaeinezhad et al.   EXPERT SYSTEMS WITH APPLICATIONS

Discriminant Independent Component Analysis

(2011) C S Dhir et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Heartbeat Classification Using Feature Selection Driven by Database Generalization Criteria

(2010) Mariano Llamedo et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

A systematic analysis of performance measures for classification tasks

(2009) Marina Sokolova et al.   INFORMATION PROCESSING & MANAGEMENT

Pattern defined heuristic rules and directional histogram based online ECG parameter extraction

(2008) Sucharita Mitra et al.   MEASUREMENT