| Blind ECG Restoration by Operational Cycle-GANs | Jan 29, 2022 | DenoisingECG Denoising | CodeCode Available | 1 |
| Learning General Representation of 12-Lead Electrocardiogram with a Joint-Embedding Predictive Architecture | Oct 11, 2024 | ECG ClassificationElectrocardiography (ECG) | CodeCode Available | 1 |
| MedGNN: Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification | Feb 6, 2025 | Electrocardiography (ECG)Graph Learning | CodeCode Available | 1 |
| Patient Contrastive Learning: a Performant, Expressive, and Practical Approach to ECG Modeling | Apr 9, 2021 | Contrastive LearningElectrocardiography (ECG) | CodeCode Available | 1 |
| A Comparison of 1-D and 2-D Deep Convolutional Neural Networks in ECG Classification | Oct 16, 2018 | ECG ClassificationElectrocardiography (ECG) | CodeCode Available | 1 |
| Cardiologist-Level Arrhythmia Detection with Convolutional Neural Networks | Jul 6, 2017 | Arrhythmia DetectionElectrocardiography (ECG) | CodeCode Available | 1 |
| Anomaly Detection in Time Series with Triadic Motif Fields and Application in Atrial Fibrillation ECG Classification | Dec 9, 2020 | Anomaly DetectionAtrial Fibrillation Detection | CodeCode Available | 1 |
| CE-SSL: Computation-Efficient Semi-Supervised Learning for ECG-based Cardiovascular Diseases Detection | Jun 20, 2024 | Computational EfficiencyElectrocardiography (ECG) | CodeCode Available | 1 |
| Diffusion-Based Electrocardiography Noise Quantification via Anomaly Detection | Jun 13, 2025 | Anomaly DetectionDecision Making | CodeCode Available | 1 |
| SQUWA: Signal Quality Aware DNN Architecture for Enhanced Accuracy in Atrial Fibrillation Detection from Noisy PPG Signals | Apr 15, 2024 | Atrial Fibrillation DetectionElectrocardiography (ECG) | CodeCode Available | 1 |
