xmootoo / ssl-seizure-detectionLinks
Self-supervised learning with graph neural network backbones for seizure detection in iEEG data.
☆11Updated 8 months ago
Alternatives and similar repositories for ssl-seizure-detection
Users that are interested in ssl-seizure-detection are comparing it to the libraries listed below
Sorting:
- [Arxiv] NeuroNet: A Novel Hybrid Self-Supervised Learning Framework for Sleep Stage Classification Using Single-Channel EEG☆59Updated 4 months ago
- [IEEE JBHI] "MultiChannelSleepNet: A Transformer-Based Model for Automatic Sleep Stage Classification With PSG"☆52Updated 2 years ago
- KDD24 - EEG2Rep: Enhancing Self-supervised EEG Representation Through Informative Masked Inputs☆63Updated 4 months ago
- A Residual based Attention Model for EEG basedSleep Staging☆11Updated 3 years ago
- SleepPrintNet: A Multivariate Multimodal Neural Network based on Physiological Time-series for Automatic Sleep Staging☆37Updated last year
- Anomaly prediction using brain signals with Fourier transformed features and SVM classifier.☆18Updated 2 years ago
- ☆28Updated last year
- This project focuses on data preprocessing and epilepsy seizure prediction using the CHB-MIT EEG dataset. It includes steps like data cle…☆39Updated last year
- The World's First Foundational Model for EEG-based Alzheimer's Disease Detection☆41Updated 4 months ago
- ☆38Updated 4 years ago
- NeurIPS2023 - A generic biosignal learning framework. Large EEG pre-trained models.☆133Updated last year
- Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"☆34Updated 2 years ago
- JMIR AI'23: EEG dataset processing and EEG Self-supervised Learning☆46Updated 2 years ago
- Code repository for S4Sleep: Elucidating the design space of deep-learning-based sleep stage classification models☆18Updated last year
- [TNSRE 2023] Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation☆44Updated last year
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG☆30Updated 4 years ago
- ☆11Updated 6 years ago
- ☆54Updated last year
- A list of papers for sleep stages classification using machine learning/deep learning.☆87Updated 2 years ago
- An all-in-one EEG feature extraction toobox, including statistical features, Hjorth parameters, entropy, nonlinear features, power spectr…☆43Updated last year
- Meta-Learning for EEG, Sleep Staging, Transfer Learning, Pre-trained EEG, PSG datasets (IEEE Journal of Biomedical and Health Informatic…☆41Updated 4 years ago
- ☆35Updated last year
- ☆16Updated 2 years ago
- Deep Learning with EEG.☆19Updated 7 months ago
- Code for extracting meta data from TUH EGG corpuses and queries☆18Updated 3 years ago
- [Sensors 2024] Mental State Recognition by Analyzing Multimodal EEG-fNIRS via CNN☆23Updated last year
- [AAAI 2024] Generalizable Sleep Staging via Multi-Level Domain Alignment☆18Updated 3 weeks ago
- This paper was submitted to ICASSP 2023: Exploiting Interactivity and Heterogeneity for Sleep Stage Classification via Heterogeneous Grap…☆24Updated 2 years ago
- ☆20Updated 2 years ago
- Official repository of cross-modal transformer for interpretable automatic sleep stage classification. https://arxiv.org/abs/2208.06991☆64Updated last year