Recurrence Plot-Based Approach for Cardiac Arrhythmia Classification Using Inception-ResNet-v2

PTB-XL, a large publicly available electrocardiography dataset

(2020) Patrick Wagner et al.   Scientific Data

ECG arrhythmia classification by using a recurrence plot and convolutional neural network

(2020) Bhekumuzi M. Mathunjwa et al.   Biomedical Signal Processing and Control

Deep Learning Approach to Cardiovascular Disease Classification Employing Modified ECG Signal from Empirical Mode Decomposition

(2019) Nahian Ibn Hasan et al.   Biomedical Signal Processing and Control

Using deep convolutional neural networks for multi-classification of thyroid tumor by histopathology: a large-scale pilot study

(2019) Yunjun Wang et al.   Annals of Translational Medicine

Automated arrhythmia classification based on a combination network of CNN and LSTM

(2019) Chen Chen et al.   Biomedical Signal Processing and Control

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

Heartbeat classification using deep residual convolutional neural network from 2-lead electrocardiogram

(2019) Zhi Li et al.   JOURNAL OF ELECTROCARDIOLOGY

Densely connected convolutional networks for detection of atrial fibrillation from short single-lead ECG recordings

(2018) Jonathan Rubin et al.   JOURNAL OF ELECTROCARDIOLOGY

An Open Access Database for Evaluating the Algorithms of Electrocardiogram Rhythm and Morphology Abnormality Detection

(2018) Feifei Liu et al.   Journal of Medical Imaging and Health Informatics

Automatic Detection of Atrial Fibrillation Based on Continuous Wavelet Transform and 2D Convolutional Neural Networks

(2018) Runnan He et al.   Frontiers in Physiology

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

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

A recurrence plot-based approach for Parkinson’s disease identification

(2018) Luis C.S. Afonso et al.   Future Generation Computer Systems-The International Journal of eScience

Recurrence plot of heart rate variability signal in patients with vasovagal syncopes

(2016) Jakub Schlenker et al.   Biomedical Signal Processing and Control

Fusion of time series representations for plant recognition in phenology studies

(2016) Fabio A. Faria et al.   PATTERN RECOGNITION LETTERS

A new hierarchical method for inter-patient heartbeat classification using random projections and RR intervals

(2014) Huifang Huang et al.   Biomedical Engineering Online

Dynamical Characteristics of Surface EMG Signals of Hand Grasps via Recurrence Plot

(2013) Gaoxiang Ouyang et al.   IEEE Journal of Biomedical and Health Informatics

Economic Burden and Disparities in Healthcare Resource Use Among Adult Patients with Cardiac Arrhythmia

(2013) Derek H. Tang et al.   Applied Health Economics and Health Policy

Heartbeat Classification Using Morphological and Dynamic Features of ECG Signals

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

AHA/ACCF/HRS Recommendations for the Standardization and Interpretation of the Electrocardiogram

(2009) Borys Surawicz et al.   CIRCULATION

A Generic and Robust System for Automated Patient-Specific Classification of ECG Signals

(2009) T. Ince et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Using recurrence plot for determinism analysis of EEG recordings in genetic absence epilepsy rats

(2008) Gaoxiang Ouyang et al.   CLINICAL NEUROPHYSIOLOGY