| Interpretable Pre-Trained Transformers for Heart Time-Series Data | Jul 30, 2024 | DecoderElectrocardiography (ECG) | CodeCode Available | 2 |
| Medformer: A Multi-Granularity Patching Transformer for Medical Time-Series Classification | May 24, 2024 | EEGElectrocardiography (ECG) | CodeCode Available | 2 |
| Guiding Masked Representation Learning to Capture Spatio-Temporal Relationship of Electrocardiogram | Feb 2, 2024 | DiagnosticECG Classification | CodeCode Available | 2 |
| Investigating Deep Learning Benchmarks for Electrocardiography Signal Processing | Apr 9, 2022 | Atrial Fibrillation DetectionDeep Learning | CodeCode Available | 2 |
| Diffusion-Based Electrocardiography Noise Quantification via Anomaly Detection | Jun 13, 2025 | Anomaly DetectionDecision Making | 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 |
| Translating Electrocardiograms to Cardiac Magnetic Resonance Imaging Useful for Cardiac Assessment and Disease Screening: A Multi-Center Study AI for ECG to CMR Translation Study | Nov 19, 2024 | Contrastive LearningDiagnostic | 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 |
| CE-SSL: Computation-Efficient Semi-Supervised Learning for ECG-based Cardiovascular Diseases Detection | Jun 20, 2024 | Computational EfficiencyElectrocardiography (ECG) | 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 |
