bakqui / ST-MEMLinks
[ICLR2024] Guiding Masked Representation Learning to Capture Spatio-Temporal Relationship of Electrocardiogram
☆53Updated 2 months ago
Alternatives and similar repositories for ST-MEM
Users that are interested in ST-MEM are comparing it to the libraries listed below
Sorting:
- ☆68Updated last year
- A collection of deep learning models for ECG data processing based on fairseq framework☆125Updated 3 weeks ago
- Official repository for distributing ECG-QA dataset☆81Updated 2 months ago
- Self-supervised representation learning from 12-lead ECG data☆86Updated 3 years ago
- ☆22Updated 2 years ago
- Repository for the paper: 'Diffusion-based Conditional ECG Generation with Structured State Space Models'☆62Updated 4 months ago
- [ICML 2021] Self-supervised pre-training of AI models on ECG data with CLOCS☆55Updated 2 years ago
- A Large ECG-Language Model for Cardiac Disease Diagnosis☆49Updated last month
- [ICLR 2025] The official implementation of our paper "Reading Your Heart: Learning ECG Words and Sentences via Pre-training ECG Language …☆26Updated 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…☆48Updated 3 months ago
- Self-supervised pre-training for ECG representation with inspiration from transformers & computer vision☆25Updated 3 years ago
- [Neurips 2023] A Hierarchical Contrastive Framework for Medical Time-Series☆73Updated last year
- [Nature Communications 2021] Continual learning of AI models on ECG data with CLOPS☆20Updated 2 years ago
- [Neurips 2024] A Multi-Granularity Patching Transformer for Medical Time-Series Classification☆121Updated 4 months ago
- The code for the paper of "Foundation Model of ECG: Diagnostics and explanations of any disease, form, or rhythm on any ECG"☆35Updated 5 months ago
- The code for paper "A Multi-View Multi-Scale Neural Network for Multi-Label ECG Classification"☆27Updated 2 years ago
- ☆14Updated last year
- ☆63Updated last year
- An electrocardiogram analysis foundation model.☆175Updated 3 months ago
- Code for PulseImpute Challenge☆28Updated 8 months ago
- The official implementation for our TNNLS paper "Self-Supervised Time Series Representation Learning via Cross Reconstruction Transformer…☆49Updated 2 years ago
- A self-supervised foundation ECG model for broad and scalable cardiac applications☆39Updated last week
- SiamAF: Learning Shared Information from ECG and PPG Signals for Robust Atrial Fibrillation Detection☆26Updated last year
- This is the official code for "Multimodal Pretraining of Medical Time Series and Notes" at Machine Learning for Health 2023☆18Updated 7 months ago
- The Pre-lease github repository of ECHOPULSE: ECG CONTROLLED ECHOCARDIO- GRAMS VIDEO GENERATION☆32Updated 6 months ago
- [IEEE BHI 2022] Multimodality Multi-Lead ECG Arrhythmia Classification using Self-Supervised Learning☆41Updated 10 months ago
- The repository is associated with a paper titled "Fusion of edge detection and graph neural networks for classifying electrocardiogram si…☆23Updated 2 years ago
- Practical cardiac events intelligent diagnostic algorithm for wearable 12-lead ECG via self-supervised learning on large-scale dataset☆29Updated 2 years ago
- [EACL 2023] Transfer Knowledge from Natural Language to Electrocardiography: Can We Detect Cardiovascular Disease Through Language Models…☆18Updated last year
- Public repository associated with "Deep Learning for ECG Analysis: Benchmarks and Insights from PTB-XL"☆241Updated 2 months ago