| Region-Disentangled Diffusion Model for High-Fidelity PPG-to-ECG Translation | Aug 25, 2023 | Blood pressure estimationDenoising | CodeCode Available | 1 |
| Towards Domain Generalization for ECG and EEG Classification: Algorithms and Benchmarks | Mar 20, 2023 | Domain GeneralizationEEG | CodeCode Available | 1 |
| Blind ECG Restoration by Operational Cycle-GANs | Jan 29, 2022 | DenoisingECG Denoising | CodeCode Available | 1 |
| ECG-Based Heart Arrhythmia Diagnosis Through Attentional Convolutional Neural Networks | Aug 18, 2021 | Arrhythmia DetectionBIG-bench Machine 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 |
| Self-supervised representation learning from 12-lead ECG data | Mar 23, 2021 | ECG ClassificationElectrocardiography (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 |
| A Comparison of 1-D and 2-D Deep Convolutional Neural Networks in ECG Classification | Oct 16, 2018 | ECG ClassificationElectrocardiography (ECG) | CodeCode Available | 1 |
| 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 |
| Detection of Paroxysmal Atrial Fibrillation using Attention-based Bidirectional Recurrent Neural Networks | May 7, 2018 | Atrial Fibrillation DetectionElectrocardiography (ECG) | CodeCode Available | 1 |
