vuno / ST-MEMLinks
[ICLR2024] Guiding Masked Representation Learning to Capture Spatio-Temporal Relationship of Electrocardiogram
☆57Updated 8 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:
- ☆77Updated 4 months ago
- ☆23Updated 2 years ago
- Official repository for distributing ECG-QA dataset☆91Updated 8 months ago
- A collection of deep learning models for ECG data processing based on fairseq framework☆139Updated 6 months ago
- Repository for the paper: 'Diffusion-based Conditional ECG Generation with Structured State Space Models'☆70Updated 9 months ago
- Self-supervised representation learning from 12-lead ECG data☆91Updated 4 years ago
- [ICML 2021] Self-supervised pre-training of AI models on ECG data with CLOCS☆56Updated 3 years ago
- The code for the paper of "Foundation Model of ECG: Diagnostics and explanations of any disease, form, or rhythm on any ECG"☆40Updated 10 months ago
- [Neurips 2023] A Hierarchical Contrastive Framework for Medical Time-Series☆77Updated 2 years ago
- A Large ECG-Language Model for Cardiac Disease Diagnosis☆71Updated last month
- Self-supervised pre-training for ECG representation with inspiration from transformers & computer vision☆29Updated 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…☆54Updated 8 months ago
- [ICML'2025] From Token to Rhythm: A Multi-Scale Approach for ECG-Language Pretraining☆23Updated 3 months ago
- [Neurips 2024] A Multi-Granularity Patching Transformer for Medical Time-Series Classification☆166Updated 10 months ago
- The official implementation for our TNNLS paper "Self-Supervised Time Series Representation Learning via Cross Reconstruction Transformer…☆51Updated 2 years ago
- A Unified Framework for Benchmarking Generative Electrocardiogram-Language Models (ELMs)☆37Updated last week
- [Nature Communications 2021] Continual learning of AI models on ECG data with CLOPS☆20Updated 3 years ago
- Case-based interpretable deep learning for ECG classification. This code implements ProtoECGNet from the following paper: "ProtoECGNet: …☆26Updated 3 months ago
- [ICLR 2025] The official implementation of our paper "Reading Your Heart: Learning ECG Words and Sentences via Pre-training ECG Language …☆40Updated 6 months ago
- [EACL 2023] Transfer Knowledge from Natural Language to Electrocardiography: Can We Detect Cardiovascular Disease Through Language Models…☆18Updated last year
- This is the official implementation of paper "A Novel Approach for Long ECG Synthesis Utilize Diffusion Probabilistic Model"☆17Updated last year
- SiamAF: Learning Shared Information from ECG and PPG Signals for Robust Atrial Fibrillation Detection☆28Updated last year
- A self-supervised foundation ECG model for broad and scalable cardiac applications☆53Updated 3 weeks ago
- ☆17Updated 8 months ago
- Source code repository for the study: "Uncovering ECG Changes during Healthy Aging using Explainable AI"☆13Updated last year
- This is the official code for "Multimodal Pretraining of Medical Time Series and Notes" at Machine Learning for Health 2023☆20Updated last year
- Official code repository for the paper " Translating Electrocardiograms to Cardiac Magnetic Resonance Imaging Useful for Cardiac Assessme…☆12Updated 2 weeks 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
- [IEEE BHI 2022] Multimodality Multi-Lead ECG Arrhythmia Classification using Self-Supervised Learning☆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