DL4mHealth / LEADLinks
The World's First Foundational Model for EEG-based Alzheimer's Disease Detection
☆57Updated 6 months ago
Alternatives and similar repositories for LEAD
Users that are interested in LEAD are comparing it to the libraries listed below
Sorting:
- KDD24 - EEG2Rep: Enhancing Self-supervised EEG Representation Through Informative Masked Inputs☆68Updated 6 months ago
- JMIR AI'23: EEG dataset processing and EEG Self-supervised Learning☆47Updated 2 years ago
- NeurIPS2023 - A generic biosignal learning framework. Large EEG pre-trained models.☆144Updated last year
- ☆38Updated 4 years ago
- [ICLR 2025] CBraMod: A Criss-Cross Brain Foundation Model for EEG Decoding☆153Updated 2 weeks ago
- ☆66Updated 2 years ago
- META-EEG: Meta-learning-based Class-relevant EEG Representation Learning for Zero-calibration Brain-computer Interfaces☆20Updated last year
- ☆22Updated last year
- [AAAI 2023] Python implementation of Self-Supervised Learning for Anomalous Channel Detection in EEG Graphs: Application to Seizure Analy…☆39Updated last year
- [Arxiv] NeuroNet: A Novel Hybrid Self-Supervised Learning Framework for Sleep Stage Classification Using Single-Channel EEG☆63Updated 6 months ago
- An End-to-end Transformer for Alzheimer's Disease Detection☆15Updated 3 weeks ago
- An open source tool for large-scale EEG datasets processing☆48Updated 3 months ago
- Towards Domain Free Transformer for Generalized EEG Pre-training☆27Updated 4 months ago
- Matlab code for SBLEST algorithm☆43Updated last year
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG☆30Updated 4 years ago
- ☆41Updated 6 months ago
- ☆172Updated 2 years ago
- [ESWA] NeuroXAI: Adaptive, Robust, Explainable Surrogate Framework for Determination of Channel Importance in EEG Application☆32Updated 8 months ago
- Corpus of resources for multimodal machine learning with physiological signals (mmps).☆108Updated last week
- ☆14Updated 10 months ago
- [TNSRE 2023] Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation☆45Updated last year
- This repository contains the python scripts developed as a part of the work presented in the paper "STAnet: A Spatiotemporal Attention Ne…☆12Updated 2 years ago
- [ACM MM 2023] Multimodal Adaptive Emotion Transformer with Flexible Modality Inputs on A Novel Dataset with Continuous Labels☆50Updated 2 months ago
- Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"☆35Updated 2 years ago
- Official implementation of 'Adapting to Inter-Subject Variability in EEG-Based Motor Imagery Classification with Meta-Learning' (ICLR 202…☆15Updated 2 years ago
- ☆38Updated 3 weeks ago
- [KBS 2025] Time-Frequency Transform Based Cross-Subject EEG Data Augmentation☆12Updated 3 weeks ago
- ☆37Updated 9 months ago
- High-East / Attention-based-spatio-temporal-spectral-feature-learning-for-subject-specific-EEG-classificationOfficial code for "Attention-Based Spatio-Temporal-Spectral Feature Learning for Subject-Specific EEG Classification" paper☆37Updated 3 years ago
- ☆10Updated 5 months ago