| Leveraging Statistical Shape Priors in GAN-based ECG Synthesis | Oct 22, 2022 | ECG Classification | —Unverified | 0 |
| Multimodality Multi-Lead ECG Arrhythmia Classification using Self-Supervised Learning | Sep 30, 2022 | ECG ClassificationKnowledge Distillation | CodeCode Available | 1 |
| A Compact Online-Learning Spiking Neuromorphic Biosignal Processor | Sep 26, 2022 | ECG Classification | —Unverified | 0 |
| Deep Learning-based ECG Classification on Raspberry PI using a Tensorflow Lite Model based on PTB-XL Dataset | Aug 25, 2022 | Anomaly DetectionECG Classification | —Unverified | 0 |
| A Domain Generalization Approach for Out-Of-Distribution 12-lead ECG Classification with Convolutional Neural Networks | Aug 20, 2022 | Domain GeneralizationECG Classification | —Unverified | 0 |
| Enhancing Deep Learning-based 3-lead ECG Classification with Heartbeat Counting and Demographic Data Integration | Aug 15, 2022 | ECG Classification | CodeCode Available | 1 |
| LightX3ECG: A Lightweight and eXplainable Deep Learning System for 3-lead Electrocardiogram Classification | Jul 25, 2022 | ECG Classification | CodeCode Available | 1 |
| Decorrelative Network Architecture for Robust Electrocardiogram Classification | Jul 19, 2022 | Adversarial AttackAdversarial Defense | CodeCode Available | 0 |
| Using Anomaly Detection to Detect Poisoning Attacks in Federated Learning Applications | Jul 18, 2022 | Activity RecognitionAnomaly Detection | —Unverified | 0 |
| A Personalized Zero-Shot ECG Arrhythmia Monitoring System: From Sparse Representation Based Domain Adaption to Energy Efficient Abnormal Beat Detection for Practical ECG Surveillance | Jul 14, 2022 | Arrhythmia DetectionDictionary Learning | CodeCode Available | 1 |
| Identifying Electrocardiogram Abnormalities Using a Handcrafted-Rule-Enhanced Neural Network | Jun 16, 2022 | Clinical KnowledgeDeep Learning | CodeCode Available | 1 |
| Classification of ECG based on Hybrid Features using CNNs for Wearable Applications | Jun 14, 2022 | Arrhythmia DetectionECG Classification | —Unverified | 0 |
| Identifying Arrhythmias Based on ECG Classification Using Enhanced-PCA and Enhanced-SVM Methods | May 31, 2022 | DenoisingECG Classification | —Unverified | 0 |
| PhysioGAN: Training High Fidelity Generative Model for Physiological Sensor Readings | Apr 25, 2022 | Activity RecognitionClassification | —Unverified | 0 |
| Investigating Deep Learning Benchmarks for Electrocardiography Signal Processing | Apr 9, 2022 | Atrial Fibrillation DetectionDeep Learning | CodeCode Available | 2 |
| Global ECG Classification by Self-Operational Neural Networks with Feature Injection | Apr 7, 2022 | Arrhythmia DetectionClassification | —Unverified | 0 |
| IMLE-Net: An Interpretable Multi-level Multi-channel Model for ECG Classification | Apr 6, 2022 | ECG ClassificationRhythm | CodeCode Available | 1 |
| Defending Against Adversarial Attack in ECG Classification with Adversarial Distillation Training | Mar 14, 2022 | Adversarial AttackClassification | —Unverified | 0 |
| ECG classification algorithm based on feature synthetic input and multi-resolution neural networks | Mar 13, 2022 | 2D Object DetectionClassification | —Unverified | 0 |
| A Wearable ECG Monitor for Deep Learning Based Real-Time Cardiovascular Disease Detection | Jan 25, 2022 | ECG Classification | —Unverified | 0 |
| Multi-Label ECG Classification Using Convolutional Neural Networks in a Classifier Chain | Jan 10, 2022 | ECG Classification | CodeCode Available | 0 |
| Improving ECG Classification Interpretability using Saliency Maps | Jan 10, 2022 | ClassificationECG Classification | —Unverified | 0 |
| Interpretable ECG classification via a query-based latent space traversal (qLST) | Nov 14, 2021 | DiagnosticECG Classification | —Unverified | 0 |
| A Regularization Method to Improve Adversarial Robustness of Neural Networks for ECG Signal Classification | Oct 19, 2021 | Adversarial RobustnessClassification | CodeCode Available | 1 |
| Nearest Subspace Search in The Signed Cumulative Distribution Transform Space for 1D Signal Classification | Oct 11, 2021 | ECG Classification | CodeCode Available | 0 |
