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:
- ☆11Updated 2 years ago
- [Biomedical Signal Processing and Control] ECGTransForm: Empowering adaptive ECG arrhythmia classification framework with bidirectional t…☆56Updated 8 months ago
- Self-supervised pre-training for ECG representation with inspiration from transformers & computer vision☆29Updated 3 months ago
- ☆23Updated 2 years ago
- Self-supervised representation learning from 12-lead ECG data☆91Updated 4 years ago
- SiamAF: Learning Shared Information from ECG and PPG Signals for Robust Atrial Fibrillation Detection☆28Updated last year
- A self-supervised foundation ECG model for broad and scalable cardiac applications☆52Updated last week
- ☆15Updated last year
- [IEEE BHI 2022] Multimodality Multi-Lead ECG Arrhythmia Classification using Self-Supervised Learning☆43Updated last year
- Repository for the paper: 'Diffusion-based Conditional ECG Generation with Structured State Space Models'☆69Updated 9 months ago
- Case-based interpretable deep learning for ECG classification. This code implements ProtoECGNet from the following paper: "ProtoECGNet: …☆25Updated 3 months ago
- A Python library for ecg data augmentation. Useful for machine learning.☆23Updated 9 months ago
- ☆43Updated last month
- ☆74Updated 5 years ago
- We used Improved DDPM (developed by OpenAI) to generate synthetic ECG signals and compared it with WGAN-GP.☆25Updated 2 years ago
- Classify ECG signals into predefined categories based on heartbeat abnormality by transforming time series to images☆23Updated 5 years ago
- ECG Classification, Continuous Wavelet Transform, CWT, Convolutional Neural Network, CNN, Arrhythmia, Heartbeat classification☆83Updated 4 years ago
- Generalizable Deep Learning for Photoplethysmography-Based Blood Pressure Estimation – A Benchmarking Study☆14Updated 3 months ago
- Ecg classification using transformers☆24Updated 3 years ago
- This repository contains the source codes of the article published to detect changes in ECG caused by COVID-19 and automatically diagnose…☆23Updated 4 months ago
- Design and implementation of deep learning models trained for automated annotation of ecg signal with various preprocessing steps.☆82Updated 3 years ago
- Interpretable Pre-Trained Transformers for Heart Time-Series Data☆50Updated 5 months ago
- CNN, Attention and Transformer based Hybrid Model for ECG Arrhythmia Classification☆42Updated 6 months ago
- [ICLR2024] Guiding Masked Representation Learning to Capture Spatio-Temporal Relationship of Electrocardiogram☆57Updated 7 months ago
- Practical cardiac events intelligent diagnostic algorithm for wearable 12-lead ECG via self-supervised learning on large-scale dataset☆28Updated 2 years ago
- In this work, we introduce Region-Disentangled Diffusion Model (RDDM), a novel diffusion model designed to capture the complex temporal d…☆58Updated last year
- Automatic Diagnosis of Congenital Heart Diseases from 9-Lead Pediatric Electrocardiogram by using Deep Neural Networks☆17Updated 10 months ago
- ☆19Updated last year
- Official and maintained implementation of the paper "Exploring Novel Algorithms for Atrial Fibrillation Detection by Driving Graduate Lev…☆67Updated 2 years ago
- ☆87Updated last year