An Automatic Diagnosis of Arrhythmias Using a Combination of CNN and LSTM Technology

Character convolutions for Arabic Named Entity Recognition with Long Short-Term Memory Networks

(2019) Muhammad Khalifa et al.   COMPUTER SPEECH AND LANGUAGE

Automated detection of diabetic subject using pre-trained 2D-CNN models with frequency spectrum images extracted from heart rate signals

(2019) Ozal Yildirim et al.   COMPUTERS IN BIOLOGY AND MEDICINE

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

A novel wavelet sequence based on deep bidirectional LSTM network model for ECG signal classification

(2018) Özal Yildirim   COMPUTERS IN BIOLOGY AND MEDICINE

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

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

(2018) Paweł Pławiak   EXPERT SYSTEMS WITH APPLICATIONS

Vehicle Driving Direction Control Based on Compressed Network

(2018) Shiyu Yang et al.   INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE

Automated Detection of Obstructive Sleep Apnea Events from a Single-Lead Electrocardiogram Using a Convolutional Neural Network

(2018) Erdenebayar Urtnasan et al.   JOURNAL OF MEDICAL SYSTEMS

Multi-scale CNN based on region proposals for efficient breast abnormality recognition

(2018) Ibtissam Bakkouri et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Arrhythmia detection using deep convolutional neural network with long duration ECG signals

(2018) Özal Yıldırım 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

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

Deep Convolutional Neural Networks and Learning ECG Features for Screening Paroxysmal Atrial Fibrillation Patients

(2017) Bahareh Pourbabaee et al.   IEEE Transactions on Systems Man Cybernetics-Systems

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

Real-Time Patient-Specific ECG Classification by 1-D Convolutional Neural Networks

(2016) Serkan Kiranyaz et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Cardiac decision making using higher order spectra

(2012) Roshan Joy Martis et al.   Biomedical Signal Processing and Control

Heartbeat Classification Using Morphological and Dynamic Features of ECG Signals

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

Optimization of ECG Classification by Means of Feature Selection

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