| Designing ECG Monitoring Healthcare System with Federated Transfer Learning and Explainable AI | May 26, 2021 | Arrhythmia DetectionDeep Learning | —Unverified | 0 |
| Heart-Darts: Classification of Heartbeats Using Differentiable Architecture Search | May 3, 2021 | Arrhythmia DetectionClassification | —Unverified | 0 |
| ECG-TCN: Wearable Cardiac Arrhythmia Detection with a Temporal Convolutional Network | Mar 25, 2021 | Arrhythmia Detection | CodeCode Available | 1 |
| Weakly Supervised Arrhythmia Detection Based on Deep Convolutional Neural Network | Dec 10, 2020 | Arrhythmia DetectionECG Classification | —Unverified | 0 |
| Deep Learning-Based Arrhythmia Detection Using RR-Interval Framed Electrocardiograms | Dec 1, 2020 | Arrhythmia DetectionDeep Learning | —Unverified | 0 |
| Cardiac Arrhythmia Detection from ECG with Convolutional Recurrent Neural Networks | Oct 7, 2020 | Arrhythmia Detection | —Unverified | 0 |
| Machine Learning based Cardiac Arrhythmia detection from ECG signal | Oct 6, 2020 | Arrhythmia Detection | —Unverified | 0 |
| MLBF-Net: A Multi-Lead-Branch Fusion Network for Multi-Class Arrhythmia Classification Using 12-Lead ECG | Aug 17, 2020 | Arrhythmia DetectionDiversity | —Unverified | 0 |
| Detection and Classification of Cardiac Arrhythmias by a Challenge-Best Deep Learning Neural Network Model | Feb 4, 2020 | Arrhythmia DetectionGeneral Classification | CodeCode Available | 1 |
| Convolutional-Recurrent Neural Networks on Low-Power Wearable Platforms for Cardiac Arrhythmia Detection | Jan 8, 2020 | Arrhythmia Detection | —Unverified | 0 |
| DeepBeat: A multi-task deep learning approach to assess signal quality and arrhythmia detection in wearable devices | Jan 1, 2020 | Arrhythmia DetectionDenoising | —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 |
| Topological Data Analysis for Arrhythmia Detection through Modular Neural Networks | Jun 13, 2019 | Arrhythmia DetectionClassification | —Unverified | 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 |
| On Arrhythmia Detection by Deep Learning and Multidimensional Representation | Mar 30, 2019 | Arrhythmia DetectionDeep Learning | —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 |
| Inter- and intra- patient ECG heartbeat classification for arrhythmia detection: a sequence to sequence deep learning approach | Dec 9, 2018 | Arrhythmia DetectionClassification | CodeCode Available | 0 |
| Computer-Aided Arrhythmia Diagnosis by Learning ECG Signal | Sep 28, 2018 | Arrhythmia DetectionSelf-Learning | —Unverified | 0 |
| Arrhythmia Detection Using Deep Convolutional Neural Network With Long Duration ECG Signals | Sep 1, 2018 | Arrhythmia DetectionCloud Computing | CodeCode Available | 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 |
| ECG Heartbeat Classification: A Deep Transferable Representation | Apr 19, 2018 | Arrhythmia DetectionElectrocardiography (ECG) | CodeCode Available | 0 |
| ECG arrhythmia classification using a 2-D convolutional neural network | Apr 18, 2018 | Arrhythmia DetectionData Augmentation | CodeCode Available | 1 |
| Cardiac Arrhythmia Detection from ECG Combining Convolutional and Long Short-Term Memory Networks | Jan 30, 2018 | Arrhythmia Detectionfeature selection | —Unverified | 0 |
| ENCASE: An ENsemble ClASsifiEr for ECG classification using expert features and deep neural networks | Sep 24, 2017 | Arrhythmia DetectionClassification | CodeCode Available | 0 |
| Comparing feature-based classifiers and convolutional neural networks to detect arrhythmia from short segments of ECG | Sep 24, 2017 | Arrhythmia DetectionElectrocardiography (ECG) | CodeCode Available | 0 |
| Inter-Patient ECG Heartbeat Classification with Temporal VCG Optimized by PSO | Sep 5, 2017 | Arrhythmia DetectionECG Classification | —Unverified | 0 |
| Cardiologist-Level Arrhythmia Detection with Convolutional Neural Networks | Jul 6, 2017 | Arrhythmia DetectionElectrocardiography (ECG) | CodeCode Available | 1 |
| Feature Extraction and Automated Classification of Heartbeats by Machine Learning | Jul 13, 2016 | Arrhythmia DetectionBIG-bench Machine Learning | —Unverified | 0 |
| Arrhythmia Detection using Mutual Information-Based Integration Method | Feb 5, 2015 | Arrhythmia DetectionGeneral Classification | —Unverified | 0 |
| An Open-source Toolbox for Analysing and Processing PhysioNet Databases in MATLAB and Octave | Sep 24, 2014 | Arrhythmia DetectionEEG | CodeCode Available | 0 |
| Support vector machine based arrhythmia classification using reduced features | Jan 1, 2005 | Arrhythmia DetectionClassification | —Unverified | 0 |
