Jielin-Qiu / Transfer_Knowledge_from_Language_to_ECG
[EACL 2023] Transfer Knowledge from Natural Language to Electrocardiography: Can We Detect Cardiovascular Disease Through Language Models?
☆18Updated 11 months ago
Alternatives and similar repositories for Transfer_Knowledge_from_Language_to_ECG:
Users that are interested in Transfer_Knowledge_from_Language_to_ECG are comparing it to the libraries listed below
- [CHIL 2024] Interpretation of Intracardiac Electrograms Through Textual Representations☆10Updated 7 months ago
- [Nature Communications 2021] Continual learning of AI models on ECG data with CLOPS☆20Updated 2 years ago
- 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
- [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
- [ICLR 2025] The official implementation of our paper "Reading Your Heart: Learning ECG Words and Sentences via Pre-training ECG Language …☆14Updated last month
- [EMNLP 2023] An Empirical Exploration of Cross-domain Alignment between Language and Electroencephalogram☆29Updated last year
- ☆62Updated 9 months ago
- A collection of deep learning models for ECG data processing based on fairseq framework☆108Updated 3 weeks ago
- ECG-Expert-QA: A Benchmark for Evaluating Medical Large Language Models in Heart Disease Diagnosis☆18Updated last week
- Corpus of resources for multimodal machine learning with physiological signals (mmps).☆73Updated 3 weeks ago
- SiamAF: Learning Shared Information from ECG and PPG Signals for Robust Atrial Fibrillation Detection☆24Updated 10 months ago
- ☆80Updated 10 months ago
- BioDG is a publically available framework for the evaluation of Domain Generalization algorithms in Biosignal Classification.☆18Updated last month
- ☆22Updated 2 years ago
- Self-supervised representation learning from 12-lead ECG data☆85Updated 3 years ago
- A Large ECG-Language Model for Cardiac Disease Diagnosis☆37Updated 4 months 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
- ☆13Updated 3 months ago
- Reconstructing 12-Lead ECG from Arbitrary Single-Lead ECG☆17Updated 2 weeks ago
- [Neurips 2023] A Hierarchical Contrastive Framework for Medical Time-Series☆68Updated last year
- Code repository for S4Sleep: Elucidating the design space of deep-learning-based sleep stage classification models☆18Updated last year
- Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"☆34Updated 2 years ago
- ☆37Updated 4 years ago
- ☆10Updated last year
- Practical cardiac events intelligent diagnostic algorithm for wearable 12-lead ECG via self-supervised learning on large-scale dataset☆27Updated last year
- The code, data, and models for "Teach Multimodal LLMs to Comprehend Electrocardiographic Images".☆29Updated 3 months ago
- NeurIPS2023 - A generic biosignal learning framework. Large EEG pre-trained models.☆118Updated last year