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:
- A self-supervised foundation ECG model for broad and scalable cardiac applications☆45Updated 2 weeks ago
- [Biomedical Signal Processing and Control] ECGTransForm: Empowering adaptive ECG arrhythmia classification framework with bidirectional t…☆51Updated 6 months ago
- ☆10Updated 2 years ago
- ☆39Updated last year
- ☆15Updated last year
- ☆22Updated 2 years ago
- Self-supervised pre-training for ECG representation with inspiration from transformers & computer vision☆27Updated last month
- Repository for the paper: 'Diffusion-based Conditional ECG Generation with Structured State Space Models'☆66Updated 6 months ago
- SiamAF: Learning Shared Information from ECG and PPG Signals for Robust Atrial Fibrillation Detection☆27Updated last year
- [IEEE BHI 2022] Multimodality Multi-Lead ECG Arrhythmia Classification using Self-Supervised Learning☆40Updated last year
- Self-supervised representation learning from 12-lead ECG data☆91Updated 3 years ago
- We used Improved DDPM (developed by OpenAI) to generate synthetic ECG signals and compared it with WGAN-GP.☆25Updated 2 years ago
- Interpretable Pre-Trained Transformers for Heart Time-Series Data☆46Updated 2 months 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☆82Updated 4 years ago
- Code for Optimized Arrhythmia Detection on Ultra-Edge Devices☆11Updated 3 years ago
- ☆57Updated 4 years ago
- In this work, we introduce Region-Disentangled Diffusion Model (RDDM), a novel diffusion model designed to capture the complex temporal d…☆56Updated last year
- [ICLR2024] Guiding Masked Representation Learning to Capture Spatio-Temporal Relationship of Electrocardiogram☆55Updated 5 months ago
- ☆11Updated 8 months ago
- Official implementation of our IEEE:SMC 2021 paper "IMLE-Net: An Interpretable Multi-level Multi-channel Model for ECG Classification"☆33Updated 2 years ago
- Case-based interpretable deep learning for ECG classification. This code implements ProtoECGNet from the following paper: "ProtoECGNet: …☆16Updated 3 weeks ago
- Classify ECG signals into predefined categories based on heartbeat abnormality by transforming time series to images☆23Updated 5 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
- Official implementation of the paper: "Deep learning for ECG classification: A comparative study of 1D and 2D representations and multimo…☆32Updated last year
- ☆73Updated 5 years ago
- A Python library for ecg data augmentation. Useful for machine learning.☆23Updated 7 months ago
- Code Developed for my Masters Thesis titled: A real-time independent and inexpensive PPG signal quality classification tool for vital sig…☆13Updated 5 years ago
- Ecg classification using transformers☆25Updated 2 years ago
- CNN, Attention and Transformer based Hybrid Model for ECG Arrhythmia Classification☆36Updated 4 months ago