xmootoo / ssl-seizure-detectionLinks
Self-supervised learning with graph neural network backbones for seizure detection in iEEG data.
☆9Updated 7 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:
- MauroSilvaPinto / Interpretable-EEG-seizure-prediction-using-a-multiobjective-evolutionary-algorithmCode and data of the paper "Interpretable EEG seizure prediction using a multiobjective evolutionary algorithm", published by Scientific …☆13Updated 2 years ago
- ☆13Updated last year
- Greifswald Sleep Stage Classifier - a deep-learning based EEG sleep stage classifier☆11Updated last month
- Implementation of our Self-Supervised Learning framework for PPG signal representation, as detailed in 'Self-Supervised PPG Representatio…☆10Updated 5 months ago
- Code for BHI 2023 Paper on EEG Seizure Detection☆19Updated last year
- Transfer learning for sleep stage detection☆30Updated 3 years ago
- [TNSRE 2023] Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation☆43Updated last year
- [Arxiv] NeuroNet: A Novel Hybrid Self-Supervised Learning Framework for Sleep Stage Classification Using Single-Channel EEG☆56Updated 3 months ago
- [ESWA] NeuroXAI: Adaptive, Robust, Explainable Surrogate Framework for Determination of Channel Importance in EEG Application☆23Updated 5 months ago
- Deep learning-based prediction of sleep stages using wearable accelerometry and photoplethysmography☆32Updated last year
- [Arxiv] Toward Foundational Model for Sleep Analysis Using a Multimodal Hybrid Self-Supervised Learning Framework☆12Updated 2 months ago
- EEG Artifact Removal Using Deep Learning (source code, IEEE Journal of Biomedical and Health Informatics)☆34Updated 2 years ago
- Code repository for S4Sleep: Elucidating the design space of deep-learning-based sleep stage classification models☆18Updated last year
- ☆11Updated 5 years ago
- Analysis of Transformer attention in EEG signal classification☆44Updated 9 months ago
- Research Internship☆11Updated 11 months ago
- Sleep stage detection using ECG☆126Updated 2 weeks ago
- Sleep staging from ECG, assisted with EEG☆26Updated 3 years ago
- Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"☆34Updated 2 years ago
- EEGLAB-compatible analysis software for manual / visual sleep stage scoring, signal processing and event marking of polysomnographic (PSG…☆13Updated this week
- Meta-Learning for EEG, Sleep Staging, Transfer Learning, Pre-trained EEG, PSG datasets (IEEE Journal of Biomedical and Health Informatic…☆41Updated 4 years ago
- ☆24Updated 2 years ago
- Emotion classification from Brain EEG signals using a hybrid CNN-Transformer model and various ML algorithms.☆24Updated last year
- source codes for EEGWaveNet: Multi-Scale CNN-Based Spatiotemporal Feature Extraction for EEG Seizure Detection (IEEE Transactions on Indu…☆56Updated 2 years ago
- Code to reproduce results from the paper "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"☆32Updated 3 years ago
- This project describes the necessary code to implement an EEG-based emotion recognition using SincNet [Ravanelli & Bengio 2018] including…☆71Updated 4 months ago
- paper for “Multiscale space-time-frequency feature-guided multitask learning CNN for motor imagery EEG classification”☆13Updated 4 years ago
- [Sensors 2024] Mental State Recognition by Analyzing Multimodal EEG-fNIRS via CNN☆22Updated 11 months ago
- Emotion Recognition, EEG Mapping, Azimuthal Projection Technique, CNN☆47Updated 4 years ago
- A Novel Decoding Approach for Hybrid EEG-fNIRS BCI.☆18Updated 2 months ago