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
- [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…☆19Updated 9 months ago
- Self-supervised pre-training for ECG representation with inspiration from transformers & computer vision☆23Updated 2 years ago
- ☆49Updated 7 months ago
- BioDG is a publically available framework for the evaluation of Domain Generalization algorithms in Biosignal Classification.☆15Updated 7 months ago
- Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"☆33Updated 2 years ago
- [ICLR2024] Guiding Masked Representation Learning to Capture Spatio-Temporal Relationship of Electrocardiogram☆35Updated 4 months ago
- SiamAF: Learning Shared Information from ECG and PPG Signals for Robust Atrial Fibrillation Detection☆23Updated 8 months ago
- [IEEE TETCI] "ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-Training"☆37Updated last year
- Practical cardiac events intelligent diagnostic algorithm for wearable 12-lead ECG via self-supervised learning on large-scale dataset☆23Updated last year
- Official repository for distributing ECG-QA dataset☆62Updated 9 months ago
- [Neurips 2023] A Hierarchical Contrastive Framework for Medical Time-Series☆65Updated last year
- Self-supervised representation learning from 12-lead ECG data☆80Updated 3 years ago
- Repository for the paper 'Prospects for AI-Enhanced ECG as a Unified Screening Tool for Cardiac and Non-Cardiac Conditions -- An Explorat…☆39Updated 4 months ago
- Code repository for S4Sleep: Elucidating the design space of deep-learning-based sleep stage classification models☆16Updated last year
- [TNSRE 2023] Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation☆39Updated last year
- ☆36Updated 4 years ago
- ☆22Updated last year
- ☆16Updated 2 years ago
- A collection of deep learning models for ECG data processing based on fairseq framework☆96Updated last week
- A Systematic Review: Self-Supervised Contrastive Learning for Medical Time Series☆26Updated 7 months ago
- JMIR AI'23: EEG dataset processing and EEG Self-supervised Learning☆44Updated last year
- Corpus of resources for multimodal machine learning with physiological signals (mmps).☆55Updated this week
- PhysioNet/Computing in Cardiology Challenges☆35Updated this week
- MedTsLLM: Leveraging LLMs for Multimodal Medical Time Series Analysis☆34Updated 6 months ago
- The official implementation for our TNNLS paper "Self-Supervised Time Series Representation Learning via Cross Reconstruction Transformer…☆46Updated last year
- Repository for the paper: 'Diffusion-based Conditional ECG Generation with Structured State Space Models'☆49Updated last year
- Resources for the paper titled "Evaluating Latent Space Robustness and Uncertainty of EEG-ML Models under Realistic Distribution Shifts".…☆16Updated last year
- This is the implementation for the paper "Empirical Evaluation of Data Augmentations for Biobehavioral Time Series Data with Deep Learnin…☆12Updated 2 years ago
- Deep Learning on ECG, the First place in the PhysioNet/CinC Challenge 2017 (F1=0.83)☆40Updated 4 years ago