| CardioPatternFormer: Pattern-Guided Attention for Interpretable ECG Classification with Transformer Architecture | May 26, 2025 | DiagnosticECG Classification | —Unverified | 0 |
| Cardioformer: Advancing AI in ECG Analysis with Multi-Granularity Patching and ResNet | May 8, 2025 | ECG Classification | CodeCode Available | 0 |
| Mitigating Adversarial Attacks on ECG Classification in Federated Learning via Adversarial Training | May 1, 2025 | ECG ClassificationElectrocardiography (ECG) | CodeCode Available | 0 |
| xLSTM-ECG: Multi-label ECG Classification via Feature Fusion with xLSTM | Apr 14, 2025 | ClassificationDiagnostic | —Unverified | 0 |
| ProtoECGNet: Case-Based Interpretable Deep Learning for Multi-Label ECG Classification with Contrastive Learning | Apr 11, 2025 | Contrastive LearningDeep Learning | CodeCode Available | 1 |
| Integrating Notch Filtering and Statistical Methods for Improved Cardiac Diagnostics Using MATLAB | Mar 20, 2025 | Arrhythmia DetectionClassification | —Unverified | 0 |
| A Systematic Review of ECG Arrhythmia Classification: Adherence to Standards, Fair Evaluation, and Embedded Feasibility | Mar 10, 2025 | ClassificationECG Classification | —Unverified | 0 |
| Convolutional Fourier Analysis Network (CFAN): A Unified Time-Frequency Approach for ECG Classification | Feb 1, 2025 | Arrhythmia DetectionClassification | —Unverified | 0 |
| DCentNet: Decentralized Multistage Biomedical Signal Classification using Early Exits | Jan 31, 2025 | ECG ClassificationSensitivity | CodeCode Available | 1 |
| A General-Purpose Neuromorphic Sensor based on Spiketrum Algorithm: Hardware Details and Real-life Applications | Jan 30, 2025 | ECG Classification | —Unverified | 0 |
