bowang-lab / ECG-FM
An electrocardiogram analysis foundation model.
☆122Updated last month
Alternatives and similar repositories for ECG-FM:
Users that are interested in ECG-FM are comparing it to the libraries listed below
- A collection of deep learning models for ECG data processing based on fairseq framework☆96Updated this week
- Official repository for distributing ECG-QA dataset☆62Updated 8 months ago
- Repository for the paper 'Prospects for AI-Enhanced ECG as a Unified Screening Tool for Cardiac and Non-Cardiac Conditions -- An Explorat…☆38Updated 4 months ago
- Repository for the paper: 'Diffusion-based Conditional ECG Generation with Structured State Space Models'☆49Updated last year
- A toolkit for analysis, synthesis, and digitization of electrocardiogram images☆53Updated 3 months ago
- Deep learning ECG models implemented using PyTorch☆197Updated 2 weeks ago
- Practical cardiac events intelligent diagnostic algorithm for wearable 12-lead ECG via self-supervised learning on large-scale dataset☆23Updated last year
- Resource library for getting started with deep learning work using electrocardiograms☆58Updated last year
- ☆71Updated 4 years ago
- Deep learning for 12-lead ECG interpretation☆133Updated 3 years ago
- Python example code for the PhysioNet Challenge 2024☆34Updated 5 months ago
- Neatly packaged AI methods for explainable ECG analysis☆60Updated last year
- Public repository associated with "Deep Learning for ECG Analysis: Benchmarks and Insights from PTB-XL"☆215Updated 6 months ago
- A self-supervised foundation ECG model for broad and scalable cardiac applications☆14Updated last week
- [ICML 2021] Self-supervised pre-training of AI models on ECG data with CLOCS☆52Updated 2 years ago
- Self-supervised pre-training for ECG representation with inspiration from transformers & computer vision☆23Updated 2 years ago
- ☆22Updated last year
- The code for the paper of "Foundation Model of ECG: Diagnostics and explanations of any disease, form, or rhythm on any ECG"☆20Updated last week
- ☆46Updated 8 months ago
- ☆13Updated 10 months ago
- Scripts and modules for training and testing neural network for age prediction from the ECG. Companion code to the paper "Deep neural net…