A portable household detection system based on the combination of bidirectional LSTM and residual block for automatical arrhythmia detection

PVC arrhythmia classification based on fractional order system modeling

(2021) Imen Assadi et al.   Biomedical Engineering-Biomedizinische Technik

Adaptive learning and cross training improves R-wave detection in ECG

(2021) Nagarajan Ganapathy et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Comprehensive electrocardiographic diagnosis based on deep learning

(2020) Oh Shu Lih et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

MFB-CBRNN: A Hybrid Network for MI Detection Using 12-Lead ECGs

(2020) Wenhan Liu et al.   IEEE Journal of Biomedical and Health Informatics

Electrocardiography (ECG) analysis and a new feature extraction method using wavelet transform with scalogram analysis

(2020) Hüseyin Yanık et al.   Biomedical Engineering-Biomedizinische Technik

Automated intra-patient and inter-patient coronary artery disease and congestive heart failure detection using EFAP-Net

(2020) Weiyi Yang et al.   KNOWLEDGE-BASED SYSTEMS

Extracting Deep Features from Short ECG Signals for Early Atrial Fibrillation Detection

(2020) Xiaodan Wu et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Variable step dynamic threshold local binary pattern for classification of atrial fibrillation

(2020) Muhammad Yazid et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

FM-ECG: A Fine-grained Multi-Label Framework for ECG Image Classification

(2020) Nan Du et al.   INFORMATION SCIENCES

A novel Domain Adaptive Residual Network for automatic Atrial Fibrillation Detection

(2020) Yanrui Jin et al.   KNOWLEDGE-BASED SYSTEMS

Automated Atrial Fibrillation Detection using a Hybrid CNN-LSTM Network on Imbalanced ECG Datasets

(2020) Georgios Petmezas et al.   Biomedical Signal Processing and Control

HAN-ECG: An interpretable atrial fibrillation detection model using hierarchical attention networks

(2020) Sajad Mousavi et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Stationary wavelet transform based ECG signal denoising method

(2020) Ashish Kumar et al.   ISA TRANSACTIONS

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

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

A new approach of ECG steganography and prediction using deep learning

(2020) Soumyendu Banerjee et al.   Biomedical Signal Processing and Control

A new automated CNN deep learning approach for identification of ECG congestive heart failure and arrhythmia using constant-Q non-stationary Gabor transform

(2020) Ahmed S. Eltrass et al.   Biomedical Signal Processing and Control

A robust ECG denoising technique using variable frequency complex demodulation

(2020) Md-Billal Hossain et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

DENS-ECG: A deep learning approach for ECG signal delineation

(2020) Abdolrahman Peimankar et al.   EXPERT SYSTEMS WITH APPLICATIONS

Computer Aided detection for fibrillations and flutters using deep convolutional neural network

(2019) Hamido Fujita et al.   INFORMATION SCIENCES

Automated heartbeat classification based on deep neural network with multiple input layers

(2019) Haotian Shi et al.   KNOWLEDGE-BASED SYSTEMS

ML–ResNet: A novel network to detect and locate myocardial infarction using 12 leads ECG

(2019) Chuang Han et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Motion Artifact Removal in Ambulatory ECG Signal for Heart Rate Variability Analysis

(2019) Deepak Berwal et al.   IEEE SENSORS JOURNAL

Automated detection of atrial fibrillation and atrial flutter in ECG signals based on convolutional and improved Elman neural network

(2019) Jibin Wang   KNOWLEDGE-BASED SYSTEMS

Automated diagnosis of atrial fibrillation ECG signals using entropy features extracted from flexible analytic wavelet transform

(2018) Mohit Kumar et al.   Biocybernetics and Biomedical Engineering

A survey on ECG analysis

(2018) Selcan Kaplan Berkaya et al.   Biomedical Signal Processing and Control

Automated detection of atrial fibrillation using long short-term memory network with RR interval signals

(2018) Oliver Faust et al.   COMPUTERS IN BIOLOGY AND MEDICINE

A Global and Updatable ECG Beat Classification System Based on Recurrent Neural Networks and Active Learning

(2018) Guijin Wang et al.   INFORMATION SCIENCES

Heart rate monitoring and therapeutic devices: A wavelet transform based approach for the modeling and classification of congestive heart failure

(2018) Ashish Kumar et al.   ISA TRANSACTIONS

Design of high performance QRS complex detector for wearable healthcare devices using biorthogonal spline wavelet transform

(2018) Deepak Berwal et al.   ISA TRANSACTIONS

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

(2018) Runnan He et al.   Frontiers in Physiology

A deep learning approach for real-time detection of atrial fibrillation

(2018) Rasmus S. Andersen et al.   EXPERT SYSTEMS WITH APPLICATIONS

Unsupervised classification of 12-lead ECG signals using wavelet tensor decomposition and two-dimensional Gaussian spectral clustering

(2018) Hong He et al.   KNOWLEDGE-BASED SYSTEMS

Automated detection of arrhythmias using different intervals of tachycardia ECG segments with convolutional neural network

(2017) U. Rajendra Acharya et al.   INFORMATION SCIENCES

Application of deep convolutional neural network for automated detection of myocardial infarction using ECG signals

(2017) U. Rajendra Acharya et al.   INFORMATION SCIENCES

Parallel-type fractional zero-phase filtering for ECG signal denoising

(2015) Jianhong Wang et al.   Biomedical Signal Processing and Control