esl-epfl / sz-validation-frameworkLinks
Framework for the validation of EEG based automated seizure detection algorithms
☆25Updated last year
Alternatives and similar repositories for sz-validation-framework
Users that are interested in sz-validation-framework are comparing it to the libraries listed below
Sorting:
- Lib for event and sample based performance metrics☆22Updated last year
- PhysioEx, a PyTorch Lightning based library for Interpretable physiological signal classifiers☆23Updated 2 months ago
- BEIRA: BOLD from EEG Interpretable Regression Autoencoder. Prediction subcortical BOLD activity from EEG data☆25Updated 3 years ago
- ☆17Updated last week
- Real-Time Seizure Detection using EEG: A Comprehensive Comparison of Recent Approaches under a Realistic Setting (CHIL 2022)☆117Updated 2 years ago
- Codebase for publication "Neural decoding from stereotactic EEG: accounting for electrode variability across subjects" @ NeurIPS (2024)☆18Updated 6 months ago
- [Arxiv] NeuroNet: A Novel Hybrid Self-Supervised Learning Framework for Sleep Stage Classification Using Single-Channel EEG☆70Updated 10 months ago
- [KBS 2025] Time-Frequency Transform Based Cross-Subject EEG Data Augmentation☆18Updated 5 months ago
- [ESWA] NeuroXAI: Adaptive, Robust, Explainable Surrogate Framework for Determination of Channel Importance in EEG Application☆35Updated last year
- ☆17Updated 2 months ago
- ☆69Updated 2 years ago
- A series of tutorials teaching the use of Python for epileptic seizure detection on open-source datasets☆178Updated 4 years ago
- ☆10Updated last year
- ☆46Updated 10 months ago
- JMIR AI'23: EEG dataset processing and EEG Self-supervised Learning☆53Updated 2 years ago
- NeuroGNN is a state-of-the-art framework for precise seizure detection and classification from EEG data. It employs dynamic Graph Neural …☆49Updated last year
- Self-supervised learning with graph neural network backbones for seizure detection in iEEG data.☆11Updated last year
- Starter code for using NCH Sleep DataBank☆35Updated 2 years ago
- M/EEG brain age benchmark paper☆29Updated 2 years ago
- EEG Artifact Removal Using Deep Learning (source code, IEEE Journal of Biomedical and Health Informatics)☆43Updated 3 years ago
- Sleep stage detection using ECG☆136Updated 2 weeks ago
- Automated seizure detection algorithm for neonatal EEG☆43Updated 6 years ago
- Code and reuslts accompanying the NeurIPS 2022 paper with the title SPD domain-specific batch normalization to crack interpretable unsupe…☆60Updated 3 years ago
- Epileptic Seizure Classification with Symmetric and Hybrid Bilinear Models☆13Updated 2 years ago
- seizure type classification using TUH dataset☆79Updated 3 months ago
- selfEEG: a Python library for Self-Supervised Learning on Electroencephalography (EEG) data☆70Updated 6 months ago
- ☆49Updated 2 years ago
- An open source tool for large-scale EEG datasets processing☆52Updated 3 months ago
- CRNNeeg: A deep learning algorithm for sleep staging PSG and long-term scalp EEG☆19Updated 5 years ago
- Public EEG Dataset☆69Updated 2 years ago