[EACL 2023] Transfer Knowledge from Natural Language to Electrocardiography: Can We Detect Cardiovascular Disease Through Language Models?
☆18May 7, 2024Updated 2 years 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [CHIL 2024] Interpretation of Intracardiac Electrograms Through Textual Representations☆12Sep 4, 2024Updated last year
- [EMNLP 2023] An Empirical Exploration of Cross-domain Alignment between Language and Electroencephalogram☆31Nov 9, 2023Updated 2 years ago
- The code for the paper of "Foundation Model of ECG: Diagnostics and explanations of any disease, form, or rhythm on any ECG"☆43Feb 25, 2025Updated last year
- MVMTnet - Multi-variate Multi-modal Transformer network implementation for multi-class classification of Cardiac abnormalities using clin…☆16Feb 24, 2023Updated 3 years ago
- Evaluating Durability: Benchmark Insights into Multimodal Watermarking☆12Jun 7, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆10Feb 16, 2025Updated last year
- [BIBM 2025] ECG-Expert-QA: A Benchmark for Evaluating Medical Large Language Models in ECG☆37Jun 2, 2026Updated 2 months ago
- This project aims to replicate and extend the methodology presented in Paper. The implementation integrates ECG feature extraction, retri…☆14Feb 21, 2025Updated last year
- A novel contrastive split-latent permutation autoencoder (CSLP-AE) framework☆15Nov 20, 2024Updated last year
- [DMLR 2024] Benchmarking Robustness of Multimodal Image-Text Models under Distribution Shift☆39Jan 25, 2024Updated 2 years ago
- ☆88Sep 18, 2025Updated 10 months ago
- Code for the paper "Unsupervised Learning from Narrated Instruction Videos", CVPR2016☆20Jul 27, 2016Updated 10 years ago
- [ICML 2021] Self-supervised pre-training of AI models on ECG data with CLOCS☆61Oct 19, 2022Updated 3 years ago
- Official test code for paper "Development and validation of deep learning ECG-based prediction of myocardial infarction in emergency depa…☆13Jan 27, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- This is the official implementation of paper "A Novel Approach for Long ECG Synthesis Utilize Diffusion Probabilistic Model"☆17Jul 14, 2024Updated 2 years ago
- 【CVPR 2026 Finding】Official Repo for Paper ‘’Heartcare Suite: A Unified Multimodal ECG Suite for Dual Signal-Image Modeling and Understan…☆34Feb 24, 2026Updated 5 months ago
- [npj Digital Medicine'25] Continuous sleep depth index annotation with deep learning yields novel digital biomarkers for sleep health☆16Apr 13, 2025Updated last year
- ☆18Dec 16, 2025Updated 7 months ago
- ☆13Oct 18, 2023Updated 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…☆61May 7, 2025Updated last year
- This is the official code for "Multimodal Pretraining of Medical Time Series and Notes" at Machine Learning for Health 2023☆21Jan 6, 2025Updated last year
- ☆11Feb 9, 2023Updated 3 years ago
- ☆37Aug 21, 2025Updated 11 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Code base for NeurIPS 2022 paper Curriculum Reinforcement Learning using Optimal Transport via Gradual Domain Adaptation.☆11Aug 21, 2023Updated 2 years ago
- A benchmark of mortality risk prediction models using electrocardiograms.☆17Aug 15, 2025Updated last year
- Preprint: Asymmetry in Low-Rank Adapters of Foundation Models☆40Feb 27, 2024Updated 2 years ago
- Code for paper "Open-World Electrocardiogram Classification via Domain Knowledge-Driven Contrastive Learning" (Neural Networks 2024)☆16Jul 13, 2025Updated last year
- Latent optimal transport (LOT) for low rank transport and clustering☆20Jul 22, 2021Updated 5 years ago
- tinygrad port of U^2 Net model☆15Oct 28, 2025Updated 9 months ago
- A Large ECG-Language Model for Cardiac Disease Diagnosis☆82Nov 20, 2025Updated 8 months ago
- [NEJM AI 2025] An Electrocardiogram Foundation Model Built on over 10 Million Recordings☆29Aug 5, 2025Updated last year
- [ICLR2024] Guiding Masked Representation Learning to Capture Spatio-Temporal Relationship of Electrocardiogram☆69Mar 31, 2026Updated 4 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [ICASSPW] A Vector Quantized Masked AutoEncoder for speech emotion recognition☆30Mar 4, 2024Updated 2 years ago
- This is the source code of CCDiff, a novel structure-guided diffusion framework to address the challenges of generating realistic and con…☆29Nov 13, 2025Updated 9 months ago
- Official implementation of "Unlocking the diagnostic potential of electrocardiograms through information transfer from cardiac magnetic r…☆25Mar 22, 2026Updated 4 months ago
- ☆23Mar 6, 2023Updated 3 years ago
- [ACL 2023]: Training Trajectories of Language Models Across Scales https://arxiv.org/pdf/2212.09803.pdf☆25Nov 14, 2023Updated 2 years ago
- Interpretable Pre-Trained Transformers for Heart Time-Series Data☆50Aug 2, 2025Updated last year
- The official implementation for our TNNLS paper "Self-Supervised Time Series Representation Learning via Cross Reconstruction Transformer…☆51Aug 6, 2023Updated 3 years ago