linhduongtuan / GraphECGNetLinks
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.
☆23Updated 2 years ago
Alternatives and similar repositories for GraphECGNet
Users that are interested in GraphECGNet are comparing it to the libraries listed below
Sorting:
- The official implementation for our TNNLS paper "Self-Supervised Time Series Representation Learning via Cross Reconstruction Transformer…☆51Updated 2 years ago
- [Neurips 2023] A Hierarchical Contrastive Framework for Medical Time-Series☆77Updated 2 years ago
- The code for paper "A Multi-View Multi-Scale Neural Network for Multi-Label ECG Classification"☆30Updated 3 years ago
- [Biomedical Signal Processing and Control] ECGTransForm: Empowering adaptive ECG arrhythmia classification framework with bidirectional t…☆56Updated 8 months ago
- Self-supervised representation learning from 12-lead ECG data☆90Updated 3 years ago
- [Neurips 2024] A Multi-Granularity Patching Transformer for Medical Time-Series Classification☆164Updated 9 months ago
- Repository for the paper: 'Diffusion-based Conditional ECG Generation with Structured State Space Models'☆68Updated 8 months ago
- Self-supervised pre-training for ECG representation with inspiration from transformers & computer vision☆28Updated 3 months ago
- ☆23Updated 2 years ago
- ECG time-series augmentations library☆27Updated 2 years ago
- ☆57Updated 4 years ago
- Official implementation of the paper "Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification".☆28Updated 11 months ago
- [TNSRE 2023] Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation☆47Updated 2 years ago
- ☆16Updated last year
- [ICLR2024] Guiding Masked Representation Learning to Capture Spatio-Temporal Relationship of Electrocardiogram☆56Updated 7 months ago
- Multi-View Spatial-Temporal Graph Convolutional Networks with Domain Generalization for Sleep Stage Classification.☆84Updated 8 months ago
- Multi-module Recurrent Convolutional Neural Network with Transformer Encoder for ECG Arrhythmia Classification☆109Updated 4 years ago
- MedTsLLM: Leveraging LLMs for Multimodal Medical Time Series Analysis☆61Updated 6 months ago
- Practical cardiac events intelligent diagnostic algorithm for wearable 12-lead ECG via self-supervised learning on large-scale dataset☆29Updated 2 years ago
- Classify ECG signals into predefined categories based on heartbeat abnormality by transforming time series to images☆23Updated 5 years ago
- MVMTnet - Multi-variate Multi-modal Transformer network implementation for multi-class classification of Cardiac abnormalities using clin…☆16Updated 2 years ago
- ECG denosing method using transformer-based unet.☆22Updated last year
- Deep Learning on ECG, the First place in the PhysioNet/CinC Challenge 2017 (F1=0.83)☆44Updated 5 years ago
- cuffless blood pressure measurement using smartwatches: a large-scale validation study☆28Updated last year
- [ICML 2021] Self-supervised pre-training of AI models on ECG data with CLOCS☆55Updated 3 years ago
- ☆75Updated 3 months ago
- The model and the code of The China Physiological Signal Challenge 2018 champion☆33Updated 3 years ago
- Code for paper "Open-World Electrocardiogram Classification via Domain Knowledge-Driven Contrastive Learning" (Neural Networks 2024)☆15Updated 5 months ago
- ☆60Updated 2 years ago
- [IEEE BHI 2022] Multimodality Multi-Lead ECG Arrhythmia Classification using Self-Supervised Learning☆42Updated last year