sehunfromdaegu / ECG_JEPA
☆14Updated last month
Alternatives and similar repositories for ECG_JEPA:
Users that are interested in ECG_JEPA are comparing it to the libraries listed below
- The code for the paper of "Foundation Model of ECG: Diagnostics and explanations of any disease, form, or rhythm on any ECG"☆28Updated 2 months ago
- ☆22Updated 2 years ago
- [ICLR2024] Guiding Masked Representation Learning to Capture Spatio-Temporal Relationship of Electrocardiogram☆41Updated 6 months ago
- Official repository for distributing ECG-QA dataset☆72Updated 3 weeks ago
- Reconstructing 12-Lead ECG from Arbitrary Single-Lead ECG☆17Updated 2 weeks ago
- Repository for the paper 'Prospects for AI-Enhanced ECG as a Unified Screening Tool for Cardiac and Non-Cardiac Conditions -- An Explorat…☆42Updated 6 months ago
- Repository for the paper: 'Diffusion-based Conditional ECG Generation with Structured State Space Models'☆56Updated 3 weeks ago
- Practical cardiac events intelligent diagnostic algorithm for wearable 12-lead ECG via self-supervised learning on large-scale dataset☆27Updated last year
- Source code repository for the study: "Uncovering ECG Changes during Healthy Aging using Explainable AI"☆13Updated last year
- Repository for the paper 'MDS-ED: Multimodal Decision Support in the Emergency Department – a benchmark dataset based on MIMIC-IV'.☆17Updated last month
- A collection of deep learning models for ECG data processing based on fairseq framework☆108Updated 3 weeks ago
- A benchmark of mortality risk prediction models using electrocardiograms.☆12Updated 5 months ago
- codes for paper: ECG-Based Heart Arrhythmia Diagnosis Through Attentional Convolutional Neural Networks☆14Updated last year
- MVMTnet - Multi-variate Multi-modal Transformer network implementation for multi-class classification of Cardiac abnormalities using clin…☆17Updated 2 years ago
- [ICML 2021] Self-supervised pre-training of AI models on ECG data with CLOCS☆52Updated 2 years ago
- A Large ECG-Language Model for Cardiac Disease Diagnosis☆37Updated 4 months ago
- Evaluation code for the PhysioNet Challenge 2024☆10Updated 7 months ago
- [Arxiv] Toward Foundational Model for Sleep Analysis Using a Multimodal Hybrid Self-Supervised Learning Framework☆10Updated last month
- [ICLR 2025] The official implementation of our paper "Reading Your Heart: Learning ECG Words and Sentences via Pre-training ECG Language …☆14Updated last month
- Self-supervised pre-training for ECG representation with inspiration from transformers & computer vision☆25Updated 3 years ago
- Evaluation code for the PhysioNet/CinC Challenge 2021☆16Updated 3 years ago
- ☆62Updated 9 months ago
- SiamAF: Learning Shared Information from ECG and PPG Signals for Robust Atrial Fibrillation Detection☆24Updated 10 months ago
- Implementation for Paper "Signal Quality Weighted Fusion of Attentional Convolution and Recurrent Neural Network"☆11Updated 11 months ago
- ☆10Updated last year
- [IEEE BHI 2022] Multimodality Multi-Lead ECG Arrhythmia Classification using Self-Supervised Learning☆38Updated 6 months ago
- ☆12Updated last year
- Self-supervised representation learning from 12-lead ECG data☆85Updated 3 years ago
- ☆72Updated 4 years ago
- A self-supervised foundation ECG model for broad and scalable cardiac applications☆27Updated 2 weeks ago