AI4HealthUOL / ECG-MIMICLinks
Repository for the paper 'Prospects for AI-Enhanced ECG as a Unified Screening Tool for Cardiac and Non-Cardiac Conditions -- An Explorative Study in Emergency Care'.
☆54Updated 8 months ago
Alternatives and similar repositories for ECG-MIMIC
Users that are interested in ECG-MIMIC are comparing it to the libraries listed below
Sorting:
- A collection of deep learning models for ECG data processing based on fairseq framework☆139Updated 6 months ago
- [ICML 2021] Self-supervised pre-training of AI models on ECG data with CLOCS☆56Updated 3 years ago
- A benchmark of mortality risk prediction models using electrocardiograms.☆15Updated 5 months ago
- Self-supervised representation learning from 12-lead ECG data☆91Updated 4 years ago
- Official repository for distributing ECG-QA dataset☆91Updated 8 months ago
- ☆77Updated 4 months ago
- The code for the paper of "Foundation Model of ECG: Diagnostics and explanations of any disease, form, or rhythm on any ECG"☆40Updated 10 months ago
- ☆23Updated 2 years ago
- ☆13Updated last year
- Scripts and modules for training and testing neural network for age prediction from the ECG. Companion code to the paper "Deep neural net…☆85Updated 2 years ago
- Deep learning for 12-lead ECG interpretation☆156Updated 4 years ago
- [ICML'2025] From Token to Rhythm: A Multi-Scale Approach for ECG-Language Pretraining☆23Updated 3 months ago
- [ICLR2024] Guiding Masked Representation Learning to Capture Spatio-Temporal Relationship of Electrocardiogram☆57Updated 8 months ago
- Resource library for getting started with deep learning work using electrocardiograms☆136Updated 4 months ago
- Repository for the paper: 'Diffusion-based Conditional ECG Generation with Structured State Space Models'☆70Updated 9 months ago
- Official code repository for the paper " Translating Electrocardiograms to Cardiac Magnetic Resonance Imaging Useful for Cardiac Assessme…☆12Updated 2 weeks ago
- [NEJM AI 2025] This is the official implementation of our paper "An Electrocardiogram Foundation Model Built on over 10 Million Recording…☆78Updated 2 months ago
- ☆73Updated 5 years ago
- ☆42Updated 8 months ago
- This repository contains the code to replicate the data processing, modeling and reporting of our Holistic AI in Medicine (HAIM) Publicat…☆140Updated 4 months ago
- [Nature Communications 2021] Continual learning of AI models on ECG data with CLOPS☆20Updated 3 years ago
- Public repository associated with "Deep Learning for ECG Analysis: Benchmarks and Insights from PTB-XL"☆267Updated 7 months ago
- A self-supervised foundation ECG model for broad and scalable cardiac applications☆53Updated 3 weeks ago
- SiamAF: Learning Shared Information from ECG and PPG Signals for Robust Atrial Fibrillation Detection☆28Updated last year
- A Large ECG-Language Model for Cardiac Disease Diagnosis☆71Updated last month
- Self-supervised pre-training for ECG representation with inspiration from transformers & computer vision☆29Updated 4 months ago
- An electrocardiogram analysis foundation model.☆237Updated this week
- Pretraining codes for ECG Semantic Integrator (ESI): A Foundation ECG Model Pretrained with LLM-Enhanced Cardiological Text☆21Updated 2 months ago
- Python classifier for the PhysioNet/CinC Challenge 2021☆32Updated 4 years ago
- ☆87Updated last year