AI4HealthUOL / ECG-agingLinks
Source code repository for the study: "Uncovering ECG Changes during Healthy Aging using Explainable AI"
☆13Updated last year
Alternatives and similar repositories for ECG-aging
Users that are interested in ECG-aging are comparing it to the libraries listed below
Sorting:
- ☆10Updated 2 years ago
- [Biomedical Signal Processing and Control] ECGTransForm: Empowering adaptive ECG arrhythmia classification framework with bidirectional t…☆50Updated 5 months ago
- ☆22Updated 2 years ago
- Self-supervised pre-training for ECG representation with inspiration from transformers & computer vision☆27Updated 3 weeks ago
- A self-supervised foundation ECG model for broad and scalable cardiac applications☆44Updated last week
- ☆73Updated 5 years ago
- ☆15Updated last year
- ☆39Updated last year
- Self-supervised representation learning from 12-lead ECG data☆90Updated 3 years ago
- SiamAF: Learning Shared Information from ECG and PPG Signals for Robust Atrial Fibrillation Detection☆27Updated last year
- Repository for the paper: 'Diffusion-based Conditional ECG Generation with Structured State Space Models'☆65Updated 6 months ago
- [IEEE BHI 2022] Multimodality Multi-Lead ECG Arrhythmia Classification using Self-Supervised Learning☆40Updated last year
- Official implementation of our IEEE:SMC 2021 paper "IMLE-Net: An Interpretable Multi-level Multi-channel Model for ECG Classification"☆33Updated 2 years ago
- The repo is for the Heart Disease classification project using Transformer Encoders in PyTorch.☆40Updated 4 years ago
- ECG Classification, Continuous Wavelet Transform, CWT, Convolutional Neural Network, CNN, Arrhythmia, Heartbeat classification☆80Updated 4 years ago
- CNN, Attention and Transformer based Hybrid Model for ECG Arrhythmia Classification☆34Updated 3 months ago
- ☆32Updated 4 years ago
- Classify ECG signals into predefined categories based on heartbeat abnormality by transforming time series to images☆23Updated 5 years ago
- Design and implementation of deep learning models trained for automated annotation of ecg signal with various preprocessing steps.☆82Updated 2 years ago
- ☆56Updated 4 years ago
- Scripts and modules for training and testing neural network for age prediction from the ECG. Companion code to the paper "Deep neural net…☆82Updated 2 years ago
- We used Improved DDPM (developed by OpenAI) to generate synthetic ECG signals and compared it with WGAN-GP.☆24Updated 2 years ago
- a ecg classfier based on PTB-XL database☆38Updated 4 years ago
- Ecg classification using transformers☆25Updated 2 years ago
- Practical cardiac events intelligent diagnostic algorithm for wearable 12-lead ECG via self-supervised learning on large-scale dataset☆29Updated 2 years ago
- Code for Optimized Arrhythmia Detection on Ultra-Edge Devices☆11Updated 3 years ago
- Case-based interpretable deep learning for ECG classification. This code implements ProtoECGNet from the following paper: "ProtoECGNet: …☆15Updated this week
- ☆16Updated last year
- [ICLR2024] Guiding Masked Representation Learning to Capture Spatio-Temporal Relationship of Electrocardiogram☆54Updated 4 months ago
- 1D GAN for ECG Synthesis and 3 models: CNN, LSTM, and Attention mechanism for ECG Classification.☆118Updated 4 years ago