guxiao0822 / Awesome-Biosignal-Foundation-ModelLinks
A curated list of foundation models, datasets, and tools for biosignals
☆83Updated last week
Alternatives and similar repositories for Awesome-Biosignal-Foundation-Model
Users that are interested in Awesome-Biosignal-Foundation-Model are comparing it to the libraries listed below
Sorting:
- A collection of deep learning models for ECG data processing based on fairseq framework☆139Updated 5 months ago
- A repo documenting EEG-Dash data and its usage☆53Updated this week
- selfEEG: a Python library for Self-Supervised Learning on Electroencephalography (EEG) data☆68Updated 6 months ago
- [NeurIPS 2025] BrainOmni: A Brain Foundation Model for Unified EEG and MEG Signals☆30Updated this week
- Pre-trained Transformer on Brain Signals☆33Updated last week
- This is the NeurIPS BEETL repository (https://beetl.ai)☆35Updated 2 years ago
- ☆44Updated 9 months ago
- (ICLR'25) PaPaGei: Open Foundation Models for Optical Physiological Signals☆132Updated 5 months ago
- ☆34Updated last year
- Self-supervised learning techniques for neuroimaging data inspired by prominent learning frameworks in natural language processing + One …☆106Updated 2 years ago
- ☆16Updated last month
- [ICLR 2023] Code for BrainBERT☆69Updated last month
- A Systematic Review: Self-Supervised Contrastive Learning for Medical Time Series☆33Updated last year
- M/EEG brain age benchmark paper☆29Updated 2 years ago
- Corpus of resources for multimodal machine learning with physiological signals (mmps).☆136Updated last week
- JMIR AI'23: EEG dataset processing and EEG Self-supervised Learning☆52Updated 2 years ago
- A Foundation Model for Multivariate Wearable Sensing of Physiological Signals.☆37Updated 5 months ago
- ☆103Updated last year
- NeurIPS2023 - A generic biosignal learning framework. Large EEG pre-trained models.☆171Updated 2 years ago
- An open source tool for large-scale EEG datasets processing☆52Updated 2 months ago
- Interpretable Pre-Trained Transformers for Heart Time-Series Data☆49Updated 4 months ago
- Implementations of various published works on self-supervised learning approaches to biosignal feature extraction.☆53Updated 2 years ago
- Self-supervised pre-training for ECG representation with inspiration from transformers & computer vision☆28Updated 2 months ago
- The World's First Foundational Model for EEG-based Alzheimer's Disease Detection☆69Updated 10 months ago
- SiamAF: Learning Shared Information from ECG and PPG Signals for Robust Atrial Fibrillation Detection☆28Updated last year
- ☆39Updated 4 years ago
- Resources for the paper titled "Domain-guided Self-supervision of EEG Data Improves Downstream Classification Performance and Generalizab…☆22Updated 2 years ago
- [ICML 2021] Self-supervised pre-training of AI models on ECG data with CLOCS☆54Updated 3 years ago
- Real-Time Seizure Detection using EEG: A Comprehensive Comparison of Recent Approaches under a Realistic Setting (CHIL 2022)☆116Updated 2 years ago
- A library with tools for EEG analysis☆69Updated last month