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'.
☆46Updated 3 weeks ago
Alternatives and similar repositories for ECG-MIMIC
Users that are interested in ECG-MIMIC are comparing it to the libraries listed below
Sorting:
- Official repository for distributing ECG-QA dataset☆79Updated 3 weeks ago
- ☆22Updated 2 years ago
- ☆67Updated 10 months ago
- [ICML 2021] Self-supervised pre-training of AI models on ECG data with CLOCS☆54Updated 2 years ago
- A collection of deep learning models for ECG data processing based on fairseq framework☆114Updated 2 months ago
- [ICLR2024] Guiding Masked Representation Learning to Capture Spatio-Temporal Relationship of Electrocardiogram☆47Updated 2 weeks ago
- SiamAF: Learning Shared Information from ECG and PPG Signals for Robust Atrial Fibrillation Detection☆24Updated last year
- A benchmark of mortality risk prediction models using electrocardiograms.☆13Updated this week
- Practical cardiac events intelligent diagnostic algorithm for wearable 12-lead ECG via self-supervised learning on large-scale dataset☆28Updated 2 years ago
- The code for the paper of "Foundation Model of ECG: Diagnostics and explanations of any disease, form, or rhythm on any ECG"☆31Updated 3 months ago
- ☆73Updated 4 years ago
- Self-supervised representation learning from 12-lead ECG data☆86Updated 3 years ago
- Resource library for getting started with deep learning work using electrocardiograms☆60Updated 2 years ago
- Python example code for the PhysioNet Challenge 2024☆37Updated 9 months ago
- Repository for the paper: 'Diffusion-based Conditional ECG Generation with Structured State Space Models'☆61Updated 2 months ago
- ☆25Updated 2 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…☆75Updated last year
- A Large ECG-Language Model for Cardiac Disease Diagnosis☆43Updated 6 months ago
- PreOpNet is an ECG-waveform based architecture for prediction of post-operative mortality and MACE☆3Updated 4 months ago
- Self-supervised pre-training for ECG representation with inspiration from transformers & computer vision☆25Updated 3 years ago
- Evaluation code for the PhysioNet Challenge 2024☆10Updated 8 months ago
- ☆13Updated 3 weeks ago
- Deep learning for 12-lead ECG interpretation☆142Updated 3 years ago
- Python example code for the PhysioNet Challenge 2025☆25Updated last week
- Evaluation code for the PhysioNet/CinC Challenge 2021☆16Updated 3 years ago
- [EACL 2023] Transfer Knowledge from Natural Language to Electrocardiography: Can We Detect Cardiovascular Disease Through Language Models…☆18Updated last year
- ☆25Updated 2 years ago
- An electrocardiogram analysis foundation model.☆157Updated 3 weeks ago
- A self-supervised foundation ECG model for broad and scalable cardiac applications☆30Updated 3 weeks ago
- [Nature Communications 2021] Continual learning of AI models on ECG data with CLOPS☆20Updated 2 years ago