| A convolutional neural network approach to detect congestive heart failure | Sep 3, 2019 | Congestive Heart Failure detectionElectrocardiography (ECG) | —Unverified | 0 |
| Analysis and classification of heart diseases using heartbeat features and machine learning algorithms | Aug 31, 2019 | BIG-bench Machine LearningBinary Classification | —Unverified | 0 |
| Complex Deep Learning Models for Denoising of Human Heart ECG signals | Aug 27, 2019 | DenoisingECG Denoising | —Unverified | 0 |
| Interpretability Analysis of Heartbeat Classification Based on Heartbeat Activity’s Global Sequence Features and BiLSTM-Attention Neural Network | Aug 7, 2019 | Arrhythmia DetectionElectrocardiography (ECG) | —Unverified | 0 |
| Reservoir Computing Models for Patient-Adaptable ECG Monitoring in Wearable Devices | Jul 22, 2019 | Arrhythmia DetectionComputational Efficiency | —Unverified | 0 |
| A Fast Machine Learning Model for ECG-Based Heartbeat Classification and Arrhythmia Detection | Jul 18, 2019 | Arrhythmia DetectionBIG-bench Machine Learning | —Unverified | 0 |
| Regularized HessELM and Inclined Entropy Measurement for Congestive Heart Failure Prediction | Jul 12, 2019 | BIG-bench Machine LearningElectrocardiography (ECG) | —Unverified | 0 |
| Impact of ECG Dataset Diversity on Generalization of CNN Model for Detecting QRS Complex | Jul 10, 2019 | DiversityElectrocardiography (ECG) | —Unverified | 0 |
| MINA: Multilevel Knowledge-Guided Attention for Modeling Electrocardiography Signals | May 27, 2019 | Electrocardiography (ECG)Rhythm | CodeCode Available | 0 |
| A Novel Deep Arrhythmia-Diagnosis Network for Atrial Fibrillation Classification Using Electrocardiogram Signals | May 24, 2019 | Arrhythmia DetectionAtrial Fibrillation Detection | —Unverified | 0 |
| Adversarial Examples for Electrocardiograms | May 13, 2019 | Adversarial DefenseArrhythmia Detection | —Unverified | 0 |
| Deep neural networks can predict mortality from 12-lead electrocardiogram voltage data | Apr 15, 2019 | Electrocardiography (ECG)Mortality Prediction | —Unverified | 0 |
| Automatic diagnosis of the 12-lead ECG using a deep neural network | Apr 2, 2019 | ECG ClassificationElectrocardiography (ECG) | CodeCode Available | 0 |
| On Arrhythmia Detection by Deep Learning and Multidimensional Representation | Mar 30, 2019 | Arrhythmia DetectionDeep Learning | —Unverified | 0 |
| Deep Network for Capacitive ECG Denoising | Mar 29, 2019 | DenoisingECG Denoising | —Unverified | 0 |
| Atrial Fibrillation Detection Using Deep Features and Convolutional Networks | Mar 28, 2019 | Arrhythmia DetectionAtrial Fibrillation Detection | —Unverified | 0 |
| Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network | Jan 7, 2019 | Arrhythmia DetectionDiagnostic | —Unverified | 0 |
| Heartbeat classification fusing temporal and morphological information of ECGs via ensemble of classifiers | Jan 1, 2019 | Electrocardiography (ECG)General Classification | CodeCode Available | 0 |
| ECG Segmentation by Neural Networks: Errors and Correction | Dec 26, 2018 | Electrocardiography (ECG) | CodeCode Available | 0 |
| Automatic Diagnosis of Short-Duration 12-Lead ECG using a Deep Convolutional Network | Nov 28, 2018 | DiagnosticElectrocardiography (ECG) | —Unverified | 0 |
| A Comparison of 1-D and 2-D Deep Convolutional Neural Networks in ECG Classification | Oct 16, 2018 | ECG ClassificationElectrocardiography (ECG) | CodeCode Available | 1 |
| Arrhythmia Detection Using Deep Convolutional Neural Network With Long Duration ECG Signals | Sep 1, 2018 | Arrhythmia DetectionCloud Computing | CodeCode Available | 0 |
| Automatic Detection of Atrial Fibrillation Based on Continuous Wavelet Transform and 2D Convolutional Neural Networks | Aug 30, 2018 | Atrial Fibrillation DetectionElectrocardiography (ECG) | —Unverified | 0 |
| Towards understanding ECG rhythm classification using convolutional neural networks and attention mappings | Aug 17, 2018 | Arrhythmia DetectionAttribute | CodeCode Available | 0 |
| VFPred: A Fusion of Signal Processing and Machine Learning techniques in Detecting Ventricular Fibrillation from ECG Signals | Jul 7, 2018 | Arrhythmia DetectionBinary Classification | CodeCode Available | 1 |
