| ECG Semantic Integrator (ESI): A Foundation ECG Model Pretrained with LLM-Enhanced Cardiological Text | May 26, 2024 | Arrhythmia DetectionRAG | CodeCode Available | 1 |
| Evaluating Feature Attribution Methods for Electrocardiogram | Nov 23, 2022 | Arrhythmia Detection | CodeCode Available | 1 |
| Pan-Tompkins++: A Robust Approach to Detect R-peaks in ECG Signals | Nov 6, 2022 | Arrhythmia DetectionHeart Rate Variability | CodeCode Available | 1 |
| 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 |
| Arrhythmia Classifier Using Convolutional Neural Network with Adaptive Loss-aware Multi-bit Networks Quantization | Feb 27, 2022 | Arrhythmia DetectionQuantization | CodeCode Available | 1 |
| Arrhythmia Classification using CGAN-augmented ECG Signals | Jan 26, 2022 | Arrhythmia DetectionClassification | CodeCode Available | 1 |
| End-to-End Optimized Arrhythmia Detection Pipeline using Machine Learning for Ultra-Edge Devices | Nov 23, 2021 | Arrhythmia DetectionAtrial Fibrillation Detection | CodeCode Available | 1 |
| ECG-Based Heart Arrhythmia Diagnosis Through Attentional Convolutional Neural Networks | Aug 18, 2021 | Arrhythmia DetectionBIG-bench Machine Learning | CodeCode Available | 1 |
| ECG-TCN: Wearable Cardiac Arrhythmia Detection with a Temporal Convolutional Network | Mar 25, 2021 | Arrhythmia Detection | CodeCode Available | 1 |
| Detection and Classification of Cardiac Arrhythmias by a Challenge-Best Deep Learning Neural Network Model | Feb 4, 2020 | Arrhythmia DetectionGeneral Classification | 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 |
| ECG arrhythmia classification using a 2-D convolutional neural network | Apr 18, 2018 | Arrhythmia DetectionData Augmentation | CodeCode Available | 1 |
| Cardiologist-Level Arrhythmia Detection with Convolutional Neural Networks | Jul 6, 2017 | Arrhythmia DetectionElectrocardiography (ECG) | CodeCode Available | 1 |
| Integrating Notch Filtering and Statistical Methods for Improved Cardiac Diagnostics Using MATLAB | Mar 20, 2025 | Arrhythmia DetectionClassification | —Unverified | 0 |
| Enhanced ECG Arrhythmia Detection Accuracy by Optimizing Divergence-Based Data Fusion | Mar 19, 2025 | Arrhythmia DetectionBinary Classification | —Unverified | 0 |
| Convolutional Fourier Analysis Network (CFAN): A Unified Time-Frequency Approach for ECG Classification | Feb 1, 2025 | Arrhythmia DetectionClassification | —Unverified | 0 |
| Enhancing Visual Inspection Capability of Multi-Modal Large Language Models on Medical Time Series with Supportive Conformalized and Interpretable Small Specialized Models | Jan 27, 2025 | Arrhythmia DetectionConformal Prediction | CodeCode Available | 0 |
| Dynamic Prototype Rehearsal for Continual Learning in ECG Arrhythmia Detection | Jan 13, 2025 | Arrhythmia DetectionContinual Learning | —Unverified | 0 |
| MFConvTr: Multi-Frequency Convolutional Transformer for Fetal Arrhythmia Detection in Non-Invasive fECG | Jan 12, 2025 | Arrhythmia Detection | —Unverified | 0 |
| A Review on Multisensor Data Fusion for Wearable Health Monitoring | Dec 8, 2024 | Arrhythmia DetectionAtrial Fibrillation Detection | —Unverified | 0 |
| Electrocardiogram (ECG) Based Cardiac Arrhythmia Detection and Classification using Machine Learning Algorithms | Dec 7, 2024 | Arrhythmia DetectionBinary Classification | —Unverified | 0 |
| AnyECG: Foundational Models for Multitask Cardiac Analysis in Real-World Settings | Nov 17, 2024 | Anomaly DetectionArrhythmia Detection | —Unverified | 0 |
| Finding "Good Views" of Electrocardiogram Signals for Inferring Abnormalities in Cardiac Condition | Nov 11, 2024 | Arrhythmia DetectionContrastive Learning | CodeCode Available | 0 |
| Foundation Models in Electrocardiogram: A Review | Oct 24, 2024 | Arrhythmia DetectionRepresentation Learning | —Unverified | 0 |
| A 10.60 μW 150 GOPS Mixed-Bit-Width Sparse CNN Accelerator for Life-Threatening Ventricular Arrhythmia Detection | Oct 22, 2024 | Arrhythmia DetectionDiagnostic | —Unverified | 0 |
