Automated detection of coronary artery disease, myocardial infarction and congestive heart failure using GaborCNN model with ECG signals

Deep Learning-Based Stacked Denoising and Autoencoder for ECG Heartbeat Classification

(2020) Siti Nurmaini et al.   Electronics

Using a deep recurrent neural network with EEG signal to detect Parkinson’s disease

(2020) Shixiao Xu et al.   Annals of Translational Medicine

Accurate detection of sleep apnea with long short-term memory network based on RR interval signals

(2020) Oliver Faust et al.   KNOWLEDGE-BASED SYSTEMS

Classification of myocardial infarction with multi-lead ECG signals and deep CNN

(2019) Ulas Baran Baloglu et al.   PATTERN RECOGNITION LETTERS

Myocardial Infarction Classification Based on Convolutional Neural Network and Recurrent Neural Network

(2019) Kai Feng et al.   Applied Sciences-Basel

A new approach for arrhythmia classification using deep coded features and LSTM networks

(2019) Ozal Yildirim et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Computer-aided diagnosis of congestive heart failure using ECG signals – A review

(2019) V. Jahmunah et al.   Physica Medica-European Journal of Medical Physics

Machine learning-based coronary artery disease diagnosis: A comprehensive review

(2019) Roohallah Alizadehsani et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Deep convolutional neural network for the automated diagnosis of congestive heart failure using ECG signals

(2018) U Rajendra Acharya et al.   APPLIED INTELLIGENCE

Entropies for automated detection of coronary artery disease using ECG signals: A review

(2018) Udyavara Rajendra Acharya et al.   Biocybernetics and Biomedical Engineering

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

Application of stacked convolutional and long short-term memory network for accurate identification of CAD ECG signals

(2018) Jen Hong Tan et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Gabor Convolutional Networks

(2018) Shangzhen Luan et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

A novel automated diagnostic system for classification of myocardial infarction ECG signals using an optimal biorthogonal filter bank

(2018) Manish Sharma et al.   COMPUTERS IN BIOLOGY AND MEDICINE

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

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

Automated detection of coronary artery disease using different durations of ECG segments with convolutional neural network

(2017) U. Rajendra Acharya et al.   KNOWLEDGE-BASED SYSTEMS

Automated characterization of coronary artery disease, myocardial infarction, and congestive heart failure using contourlet and shearlet transforms of electrocardiogram signal

(2017) U Rajendra Acharya et al.   KNOWLEDGE-BASED SYSTEMS

Real-time Multilead Convolutional Neural Network for Myocardial Infarction Detection

(2017) Wenhan Liu et al.   IEEE Journal of Biomedical and Health Informatics

Congestive heart failure detection using random forest classifier

(2016) Zerina Masetic et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

A novel electrocardiogram parameterization algorithm and its application in myocardial infarction detection

(2015) Bin Liu et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Deep learning

(2015) Yann LeCun et al.   NATURE

Improved Bat algorithm for the detection of myocardial infarction

(2015) Padmavathi Kora et al.   SpringerPlus

Current methods in electrocardiogram characterization

(2014) Roshan Joy Martis et al.   COMPUTERS IN BIOLOGY AND MEDICINE

ECG Diagnosis and Classification of Acute Coronary Syndromes

(2013) Yochai Birnbaum et al.   ANNALS OF NONINVASIVE ELECTROCARDIOLOGY

Use of Cardiac Magnetic Resonance and Echocardiography in Population-Based Studies

(2013) Thomas H. Marwick et al.   Circulation-Cardiovascular Imaging