Interpatient ECG Heartbeat Classification with an Adversarial Convolutional Neural Network

Arrhythmia classification from single-lead ECG signals using the inter-patient paradigm

(2021) Felipe Meneguitti Dias et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

ECG-based multi-class arrhythmia detection using spatio-temporal attention-based convolutional recurrent neural network

(2020) Jing Zhang et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Electrocardiogram heartbeat classification based on a deep convolutional neural network and focal loss

(2020) Taissir Fekih Romdhane et al.   COMPUTERS IN BIOLOGY AND MEDICINE

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

(2020) Shu Liu et al.   Applied Sciences-Basel

Deep Multi-Scale Fusion Neural Network for Multi-Class Arrhythmia Detection

(2020) Ruxin Wang et al.   IEEE Journal of Biomedical and Health Informatics

Multi-class Arrhythmia detection from 12-lead varied-length ECG using Attention-based Time-Incremental Convolutional Neural Network

(2019) Qihang Yao et al.   Information Fusion

Inter-Patient ECG Classification With Symbolic Representations and Multi-Perspective Convolutional Neural Networks

(2019) Jinghao Niu et al.   IEEE Journal of Biomedical and Health Informatics

Sparse representation of ECG signals for automated recognition of cardiac arrhythmias

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

Automatic recognition of arrhythmia based on principal component analysis network and linear support vector machine

(2018) Weiyi Yang et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Heartbeat classification fusing temporal and morphological information of ECGs via ensemble of classifiers

(2018) V. Mondéjar-Guerra et al.   Biomedical Signal Processing and Control

Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network

(2018) Awni Y. Hannun et al.   NATURE MEDICINE

Genetic algorithm for the optimization of features and neural networks in ECG signals classification

(2017) Hongqiang Li et al.   Scientific Reports

Inter-Patient ECG Heartbeat Classification with Temporal VCG Optimized by PSO

(2017) Gabriel Garcia et al.   Scientific Reports

A new personalized ECG signal classification algorithm using Block-based Neural Network and Particle Swarm Optimization

(2016) Shirin Shadmand et al.   Biomedical Signal Processing and Control

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

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

Heartbeat Classification Using Normalized RR Intervals and Morphological Features

(2014) Chun-Cheng Lin et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

Heartbeat classification using disease-specific feature selection

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

Ventricular Fibrillation and Tachycardia Classification Using a Machine Learning Approach

(2013) Qiao Li et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Selection of effective features for ECG beat recognition based on nonlinear correlations

(2011) Ying-Hsiang Chen et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Optimization of ECG Classification by Means of Feature Selection

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

Electrocardiogram analysis using a combination of statistical, geometric, and nonlinear heart rate variability features

(2010) Alan Jovic et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

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

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