Jielin-Qiu / Transfer_Knowledge_from_Language_to_ECGLinks
[EACL 2023] Transfer Knowledge from Natural Language to Electrocardiography: Can We Detect Cardiovascular Disease Through Language Models?
☆18Updated last year
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
Sorting:
- [CHIL 2024] Interpretation of Intracardiac Electrograms Through Textual Representations☆12Updated last year
- ☆74Updated 2 months ago
- [EMNLP 2023] An Empirical Exploration of Cross-domain Alignment between Language and Electroencephalogram☆29Updated 2 years ago
- A collection of deep learning models for ECG data processing based on fairseq framework☆136Updated 4 months ago
- [Nature Communications 2021] Continual learning of AI models on ECG data with CLOPS☆20Updated 3 years ago
- Official repository for distributing ECG-QA dataset☆86Updated 6 months ago
- Corpus of resources for multimodal machine learning with physiological signals (mmps).☆128Updated last month
- A Unified Framework for Benchmarking Generative Electrocardiogram-Language Models (ELMs)☆26Updated last week
- [ICML 2021] Self-supervised pre-training of AI models on ECG data with CLOCS☆54Updated 3 years ago
- [ICLR2024] Guiding Masked Representation Learning to Capture Spatio-Temporal Relationship of Electrocardiogram☆54Updated 6 months ago
- ☆99Updated last year
- ☆10Updated 2 years ago
- ECG-Expert-QA: A Benchmark for Evaluating Medical Large Language Models in Heart Disease Diagnosis☆29Updated 7 months ago
- Self-supervised pre-training for ECG representation with inspiration from transformers & computer vision☆27Updated 2 months ago
- Repository for the paper: 'Diffusion-based Conditional ECG Generation with Structured State Space Models'☆66Updated 7 months ago
- ☆25Updated last year
- A Large ECG-Language Model for Cardiac Disease Diagnosis☆63Updated 4 months ago
- [ICLR 2025] The official implementation of our paper "Reading Your Heart: Learning ECG Words and Sentences via Pre-training ECG Language …☆34Updated 4 months ago
- [Neurips 2023] A Hierarchical Contrastive Framework for Medical Time-Series☆78Updated last year
- This project aims to replicate and extend the methodology presented in Paper. The implementation integrates ECG feature extraction, retri…☆10Updated 8 months ago
- ☆39Updated 4 years ago
- BioDG is a publically available framework for the evaluation of Domain Generalization algorithms in Biosignal Classification.☆22Updated 8 months ago
- SiamAF: Learning Shared Information from ECG and PPG Signals for Robust Atrial Fibrillation Detection☆28Updated last year
- A curated list of foundation models, datasets, and tools for biosignals☆75Updated last month
- Self-supervised representation learning from 12-lead ECG data☆90Updated 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…☆51Updated 6 months ago
- NeurIPS2023 - A generic biosignal learning framework. Large EEG pre-trained models.☆164Updated last year
- ☆11Updated 2 years ago
- Pre-trained Transformer on Brain Signals☆33Updated 6 months ago
- The code, data, and models for "Teach Multimodal LLMs to Comprehend Electrocardiographic Images".☆51Updated 10 months ago