epilepsyecosystem / 1stplace_notsorandomanymore
1st place algorithm from Melbourne-University AES-MathWorks-NIH Seizure Prediction Challenge
☆12Updated 7 years ago
Alternatives and similar repositories for 1stplace_notsorandomanymore:
Users that are interested in 1stplace_notsorandomanymore are comparing it to the libraries listed below
- Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification☆40Updated last year
- Seizure prediction from EEG data using machine learning. 3rd place solution for Kaggle/Uni Melbourne seizure prediction competition.☆104Updated 5 years ago
- Implementation of DeepSleepNet for classifying EEG signals into one of six sleep stages based on Supratak et. al 2017☆12Updated 6 years ago
- Seizure Event Detection using minimum electrodes☆8Updated last year
- This is an EEG Signals Classification based on Bayesian Convolutional Neural Network (Bayesian CNNs) via Variational Inference.☆30Updated 4 years ago
- CRNNeeg: A deep learning algorithm for sleep staging PSG and long-term scalp EEG☆17Updated 4 years ago
- Transfer learning for sleep stage detection☆30Updated 3 years ago
- Multichannel Sleep Spindle Detector for sleep EEG☆11Updated 4 years ago
- Automated seizure detection algorithm for neonatal EEG☆40Updated 6 years ago
- An open-source sleep stage classification Python package☆110Updated 2 years ago
- ☆36Updated 7 years ago
- End-to-end Sleep Staging with Raw Single Channel EEG☆14Updated 5 years ago
- For my current research.☆38Updated 6 years ago
- A Matlab toolbox to download, extract and work with PhysioNet Sleep EDF Expanded Database☆21Updated 4 years ago
- PhysioNet Cardiovascular Signal Toolbox☆129Updated last year
- Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning☆46Updated last year
- A general matlab framework for EEG data classification☆48Updated 7 years ago
- Removal of EOG artifacts from EEG using Adaptive Filtering☆11Updated 7 years ago
- ☆13Updated last year
- 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
- Notebooks for training the classifier of YASA sleep staging☆23Updated 3 years ago
- seizure type classification using TUH dataset☆71Updated last year
- Code for the paper "A Convolutional neural network for sleep stage scoring from raw single-channel EEG"☆59Updated 7 years ago
- SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging☆101Updated last year
- A library to compute ECG signal quality indicators☆40Updated 2 years ago
- Matlab code for proccesing EEG signals.☆80Updated 6 years ago
- Hands-on tutorial on deep learning for EEG classification.☆73Updated 11 months ago
- Classification of SSVEP EEG trials using MDM with various distances and divergences☆9Updated 7 years ago
- Code repository for SLEEPNET paper☆13Updated 8 years ago
- Package to analyze EEG, ECoG and other electrophysiology formats. It allows for visualization of the results and for a GUI that can be us…☆86Updated 2 months ago