PierreElias / IntroECG
Resource library for getting started with deep learning work using electrocardiograms
☆58Updated last year
Alternatives and similar repositories for IntroECG:
Users that are interested in IntroECG are comparing it to the libraries listed below
- PreOpNet is an ECG-waveform based architecture for prediction of post-operative mortality and MACE☆3Updated last month
- Repository for the paper 'Prospects for AI-Enhanced ECG as a Unified Screening Tool for Cardiac and Non-Cardiac Conditions -- An Explorat…☆39Updated 5 months ago
- Code for training and evaluating AI-ECG models☆15Updated last year
- ☆24Updated 2 years ago
- A collection of deep learning models for ECG data processing based on fairseq framework☆101Updated last month
- ☆128Updated last week
- Scripts and modules for training and testing neural network for age prediction from the ECG. Companion code to the paper "Deep neural net…☆66Updated last year
- ☆32Updated 3 years ago
- This repository contains the code to replicate the data processing, modeling and reporting of our Holistic AI in Medicine (HAIM) Publicat…☆115Updated last year
- An electrocardiogram analysis foundation model.☆135Updated 2 months ago
- ☆71Updated 4 years ago
- ☆22Updated 2 years ago
- [ICML 2021] Self-supervised pre-training of AI models on ECG data with CLOCS☆52Updated 2 years ago
- Deep learning for 12-lead ECG interpretation☆135Updated 3 years ago
- ☆13Updated 11 months ago
- circEWS public code☆67Updated 4 months ago
- OMOP standardization pipeline for ICU databases☆39Updated 3 weeks ago
- Tutorials on using the MIMIC Waveform Database☆28Updated 8 months ago
- Neatly packaged AI methods for explainable ECG analysis☆67Updated last year
- Python example code for the PhysioNet Challenge 2024☆34Updated 6 months ago
- Official repository for distributing ECG-QA dataset☆67Updated 10 months ago
- A toolkit for analysis, synthesis, and digitization of electrocardiogram images☆60Updated 4 months ago
- SiamAF: Learning Shared Information from ECG and PPG Signals for Robust Atrial Fibrillation Detection☆23Updated 9 months ago
- An official PyTorch implementation of 'Deep Learning for Cardiologist-level Myocardial Infarction Detection in Electrocardiograms'☆21Updated 4 years ago
- Practical cardiac events intelligent diagnostic algorithm for wearable 12-lead ECG via self-supervised learning on large-scale dataset☆25Updated last year
- ☆18Updated 4 years ago
- Schema definitions and Python types for Medical Event Data Standard, a standard for medical event data such as EHR and claims data☆47Updated this week
- Self-supervised representation learning from 12-lead ECG data☆82Updated 3 years ago