linhduongtuan / GraphECGNet
The repository is associated with a paper titled "Fusion of edge detection and graph neural networks for classifying electrocardiogram signals," which was published in the Journal of Expert Systems with Applications.
☆21Updated last year
Alternatives and similar repositories for GraphECGNet:
Users that are interested in GraphECGNet are comparing it to the libraries listed below
- Official implementation of the paper "Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification".☆13Updated 2 months ago
- Self-supervised pre-training for ECG representation with inspiration from transformers & computer vision☆24Updated 2 years ago
- The official implementation for our TNNLS paper "Self-Supervised Time Series Representation Learning via Cross Reconstruction Transformer…☆47Updated last year
- Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"☆34Updated 2 years ago
- codes for paper: ECG-Based Heart Arrhythmia Diagnosis Through Attentional Convolutional Neural Networks☆14Updated last year
- The code for paper "A Multi-View Multi-Scale Neural Network for Multi-Label ECG Classification"☆26Updated 2 years ago
- [TNSRE 2023] Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation☆39Updated last year
- Official implementation of our IEEE:SMC 2021 paper "IMLE-Net: An Interpretable Multi-level Multi-channel Model for ECG Classification"☆30Updated last year
- Practical cardiac events intelligent diagnostic algorithm for wearable 12-lead ECG via self-supervised learning on large-scale dataset☆26Updated last year
- Repository for the paper: 'Diffusion-based Conditional ECG Generation with Structured State Space Models'☆55Updated last week
- SleepPrintNet: A Multivariate Multimodal Neural Network based on Physiological Time-series for Automatic Sleep Staging☆31Updated 10 months ago
- MVMTnet - Multi-variate Multi-modal Transformer network implementation for multi-class classification of Cardiac abnormalities using clin…☆17Updated 2 years ago
- Reconstructing 12-Lead ECG from Arbitrary Single-Lead ECG☆16Updated 3 weeks ago
- SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep Staging☆53Updated 3 years ago
- Multi-View Spatial-Temporal Graph Convolutional Networks with Domain Generalization for Sleep Stage Classification.☆74Updated last week
- ☆22Updated last year
- [Biomedical Signal Processing and Control] ECGTransForm: Empowering adaptive ECG arrhythmia classification framework with bidirectional t…☆38Updated 11 months ago
- ☆22Updated 2 years ago
- [ICLR2024] Guiding Masked Representation Learning to Capture Spatio-Temporal Relationship of Electrocardiogram☆40Updated 5 months ago
- Code repository for S4Sleep: Elucidating the design space of deep-learning-based sleep stage classification models☆18Updated last year
- [Neurips 2023] A Hierarchical Contrastive Framework for Medical Time-Series☆67Updated last year
- [ICML 2021] Self-supervised pre-training of AI models on ECG data with CLOCS☆52Updated 2 years ago
- a ecg classfier based on PTB-XL database☆31Updated 3 years ago
- ECG time-series augmentations library☆25Updated last year
- [Neurips 2024] A Multi-Granularity Patching Transformer for Medical Time-Series Classification☆92Updated 3 weeks ago
- Global Adaptive Transformer for Cross-Subject EEG Classification.☆27Updated last year
- Self-supervised representation learning from 12-lead ECG data☆82Updated 3 years ago
- The model and the code of The China Physiological Signal Challenge 2018 champion☆33Updated 2 years ago
- [IEEE TETCI] "ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-Training"☆38Updated last year
- ☆53Updated 3 years ago