danikiyasseh / CLOPSLinks
[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
Sorting:
- [ICML 2021] Self-supervised pre-training of AI models on ECG data with CLOCS☆53Updated 2 years ago
- SiamAF: Learning Shared Information from ECG and PPG Signals for Robust Atrial Fibrillation Detection☆24Updated last year
- Self-supervised pre-training for ECG representation with inspiration from transformers & computer vision☆25Updated 3 years ago
- ☆11Updated last year
- ☆22Updated 2 years ago
- [EACL 2023] Transfer Knowledge from Natural Language to Electrocardiography: Can We Detect Cardiovascular Disease Through Language Models…☆18Updated last year
- [ICLR2024] Guiding Masked Representation Learning to Capture Spatio-Temporal Relationship of Electrocardiogram☆47Updated 2 weeks ago
- Official repository for distributing ECG-QA dataset☆79Updated 3 weeks ago
- Repository for the paper 'Prospects for AI-Enhanced ECG as a Unified Screening Tool for Cardiac and Non-Cardiac Conditions -- An Explorat…☆45Updated 3 weeks ago
- ☆67Updated 10 months ago
- A Systematic Review: Self-Supervised Contrastive Learning for Medical Time Series☆28Updated 10 months ago
- Reconstructing 12-Lead ECG from Arbitrary Single-Lead ECG☆17Updated last month
- ☆16Updated 2 years ago
- Implementation of our Self-Supervised Learning framework for PPG signal representation, as detailed in 'Self-Supervised PPG Representatio…☆10Updated 5 months ago
- Self-supervised representation learning from 12-lead ECG data☆86Updated 3 years ago
- Repository for the paper: 'Diffusion-based Conditional ECG Generation with Structured State Space Models'☆61Updated 2 months ago
- Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"☆34Updated 2 years ago
- [ICLR 2025] The official implementation of our paper "Reading Your Heart: Learning ECG Words and Sentences via Pre-training ECG Language …☆18Updated 3 weeks ago
- [TNSRE 2023] Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation☆43Updated last year
- Practical cardiac events intelligent diagnostic algorithm for wearable 12-lead ECG via self-supervised learning on large-scale dataset☆28Updated 2 years ago
- BioDG is a publically available framework for the evaluation of Domain Generalization algorithms in Biosignal Classification.☆18Updated 2 months ago
- A collection of deep learning models for ECG data processing based on fairseq framework☆114Updated 2 months ago
- Pretraining codes for ECG Semantic Integrator (ESI): A Foundation ECG Model Pretrained with LLM-Enhanced Cardiological Text☆14Updated 2 months ago
- Source code repository for the study: "Uncovering ECG Changes during Healthy Aging using Explainable AI"☆13Updated last year
- PhysioNet/Computing in Cardiology Challenges☆38Updated last week
- ECG-Expert-QA: A Benchmark for Evaluating Medical Large Language Models in Heart Disease Diagnosis☆19Updated last month
- The code for the paper of "Foundation Model of ECG: Diagnostics and explanations of any disease, form, or rhythm on any ECG"☆30Updated 3 months ago
- The official implementation for our TNNLS paper "Self-Supervised Time Series Representation Learning via Cross Reconstruction Transformer…☆48Updated last year
- A self-supervised foundation ECG model for broad and scalable cardiac applications☆30Updated 3 weeks ago
- (ICLR'25) PaPaGei: Open Foundation Models for Optical Physiological Signals☆83Updated this week