danikiyasseh / CLOPS
[Nature Communications 2021] Continual learning of AI models on ECG data with CLOPS
☆20Updated 2 years ago
Alternatives and similar repositories for CLOPS:
Users that are interested in CLOPS are comparing it to the libraries listed below
- Self-supervised pre-training for ECG representation with inspiration from transformers & computer vision☆25Updated 3 years ago
- [ICML 2021] Self-supervised pre-training of AI models on ECG data with CLOCS☆52Updated 2 years ago
- [EACL 2023] Transfer Knowledge from Natural Language to Electrocardiography: Can We Detect Cardiovascular Disease Through Language Models…☆18Updated last year
- SiamAF: Learning Shared Information from ECG and PPG Signals for Robust Atrial Fibrillation Detection☆24Updated 11 months ago
- Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"☆34Updated 2 years ago
- ☆10Updated last year
- ☆64Updated 9 months ago
- Official repository for distributing ECG-QA dataset☆72Updated last month
- [ICLR2024] Guiding Masked Representation Learning to Capture Spatio-Temporal Relationship of Electrocardiogram☆44Updated 6 months ago
- ☆22Updated 2 years ago
- ☆16Updated 2 years ago
- Repository for the paper 'Prospects for AI-Enhanced ECG as a Unified Screening Tool for Cardiac and Non-Cardiac Conditions -- An Explorat…☆43Updated 6 months ago
- BioDG is a publically available framework for the evaluation of Domain Generalization algorithms in Biosignal Classification.☆18Updated last month
- A Systematic Review: Self-Supervised Contrastive Learning for Medical Time Series☆27Updated 9 months ago
- [IEEE TETCI] "ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-Training"☆39Updated last year
- Reconstructing 12-Lead ECG from Arbitrary Single-Lead ECG☆17Updated last month
- ☆13Updated 3 months ago
- [TNSRE 2023] Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation☆40Updated last year
- Evaluation code for the PhysioNet/Computing in Cardiology Challenge 2020☆26Updated 3 years ago
- Practical cardiac events intelligent diagnostic algorithm for wearable 12-lead ECG via self-supervised learning on large-scale dataset☆28Updated last year
- The official implementation for our TNNLS paper "Self-Supervised Time Series Representation Learning via Cross Reconstruction Transformer…☆46Updated last year
- Official implementation of the paper "Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification".☆16Updated 3 months ago
- [ICLR 2025] The official implementation of our paper "Reading Your Heart: Learning ECG Words and Sentences via Pre-training ECG Language …☆15Updated 2 months ago
- Repository for the paper: 'Diffusion-based Conditional ECG Generation with Structured State Space Models'☆59Updated last month
- PhysioNet/Computing in Cardiology Challenges☆37Updated last month
- Code repository for S4Sleep: Elucidating the design space of deep-learning-based sleep stage classification models☆18Updated last year
- Self-supervised representation learning from 12-lead ECG data☆85Updated 3 years ago
- The code for the paper of "Foundation Model of ECG: Diagnostics and explanations of any disease, form, or rhythm on any ECG"☆29Updated 2 months ago
- [Neurips 2023] A Hierarchical Contrastive Framework for Medical Time-Series☆68Updated last year
- ☆9Updated 2 months ago