| Open-World Electrocardiogram Classification via Domain Knowledge-Driven Contrastive Learning | Jul 17, 2024 | ClassificationClinical Knowledge | CodeCode Available | 1 | 5 |
| Convolutional Neural Network and Rule-Based Algorithms for Classifying 12-lead ECGs | Dec 31, 2020 | ECG Classification | CodeCode Available | 1 | 5 |
| Towards understanding ECG rhythm classification using convolutional neural networks and attention mappings | Aug 17, 2018 | Arrhythmia DetectionAttribute | CodeCode Available | 0 | 5 |
| Transfer Learning in ECG Diagnosis: Is It Effective? | Feb 3, 2024 | ECG ClassificationTime Series | CodeCode Available | 0 | 5 |
| Cardioformer: Advancing AI in ECG Analysis with Multi-Granularity Patching and ResNet | May 8, 2025 | ECG Classification | CodeCode Available | 0 | 5 |
| Automatic diagnosis of the 12-lead ECG using a deep neural network | Apr 2, 2019 | ECG ClassificationElectrocardiography (ECG) | CodeCode Available | 0 | 5 |
| Multi-Label ECG Classification Using Convolutional Neural Networks in a Classifier Chain | Jan 10, 2022 | ECG Classification | CodeCode Available | 0 | 5 |
| Nearest Subspace Search in The Signed Cumulative Distribution Transform Space for 1D Signal Classification | Oct 11, 2021 | ECG Classification | CodeCode Available | 0 | 5 |
| Reading Between the Leads: Local Lead-Attention Based Classification of Electrocardiogram Signals | Dec 26, 2023 | ECG ClassificationMulti-class Classification | CodeCode Available | 0 | 5 |
| Diffeomorphic Temporal Alignment Nets | Dec 10, 2019 | ECG ClassificationElectrocardiography (ECG) | CodeCode Available | 0 | 5 |
| An Operator Theoretic Approach for Analyzing Sequence Neural Networks | Feb 15, 2021 | ECG ClassificationSentiment Analysis | CodeCode Available | 0 | 5 |
| MELEP: A Novel Predictive Measure of Transferability in Multi-Label ECG Diagnosis | Oct 27, 2023 | ECG ClassificationElectrocardiography (ECG) | CodeCode Available | 0 | 5 |
| Deep Learning for ECG Classification | Jan 1, 2017 | ClassificationDeep Learning | CodeCode Available | 0 | 5 |
| Mitigating Adversarial Attacks on ECG Classification in Federated Learning via Adversarial Training | May 1, 2025 | ECG ClassificationElectrocardiography (ECG) | CodeCode Available | 0 | 5 |
| Decorrelative Network Architecture for Robust Electrocardiogram Classification | Jul 19, 2022 | Adversarial AttackAdversarial Defense | CodeCode Available | 0 | 5 |
| A practical system based on CNN-BLSTM network for accurate classification of ECG heartbeats of MIT-BIH imbalanced dataset | May 7, 2021 | ClassificationECG Classification | CodeCode Available | 0 | 5 |
| Federated Learning and Differential Privacy Techniques on Multi-hospital Population-scale Electrocardiogram Data | Apr 26, 2024 | ECG ClassificationFederated Learning | CodeCode Available | 0 | 5 |
| GAF-FusionNet: Multimodal ECG Analysis via Gramian Angular Fields and Split Attention | Dec 7, 2024 | ECG ClassificationTime Series | CodeCode Available | 0 | 5 |
| ENCASE: An ENsemble ClASsifiEr for ECG classification using expert features and deep neural networks | Sep 24, 2017 | Arrhythmia DetectionClassification | CodeCode Available | 0 | 5 |
| Enhance CNN Robustness Against Noises for Classification of 12-Lead ECG with Variable Length | Aug 8, 2020 | ClassificationDiagnostic | CodeCode Available | 0 | 5 |
| ECG beats classification via online sparse dictionary and time pyramid matching | Aug 15, 2020 | ClassificationDictionary Learning | CodeCode Available | 0 | 5 |
| Empirical investigation of multi-source cross-validation in clinical ECG classification | Mar 22, 2024 | ECG Classification | CodeCode Available | 0 | 5 |
| ECG Classification System for Arrhythmia Detection Using Convolutional Neural Networks | Mar 7, 2023 | Arrhythmia DetectionECG Classification | CodeCode Available | 0 | 5 |
| Heartbeat classification using various machine learning models: A comparative study | Sep 3, 2024 | Arrhythmia DetectionECG Classification | CodeCode Available | 0 | 5 |
| Classification of 12-Lead ECG Signals with Bi-directional LSTM Network | Nov 5, 2018 | ECG ClassificationGeneral Classification | —Unverified | 0 | 0 |
