bzhai / Ubi-SleepNetLinks
Three-stage sleep classification
☆25Updated last year
Alternatives and similar repositories for Ubi-SleepNet
Users that are interested in Ubi-SleepNet are comparing it to the libraries listed below
Sorting:
- [TNSRE 2023] Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation☆45Updated 2 years ago
- This repo contains a list of papers for sleep stage classification using deep learning based techniques starting from 2017-afterwards. I …☆66Updated 3 years ago
- A list of papers for sleep stages classification using machine learning/deep learning.☆93Updated 3 years ago
- ☆54Updated last year
- ☆30Updated last year
- [IEEE JBHI] "MultiChannelSleepNet: A Transformer-Based Model for Automatic Sleep Stage Classification With PSG"☆56Updated 2 years ago
- Official repository of cross-modal transformer for interpretable automatic sleep stage classification. https://arxiv.org/abs/2208.06991☆69Updated last year
- SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep Staging☆57Updated 4 years ago
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG☆30Updated 4 years ago
- MVMTnet - Multi-variate Multi-modal Transformer network implementation for multi-class classification of Cardiac abnormalities using clin…☆17Updated 2 years ago
- ☆21Updated 2 years ago
- Toward Sleep Apnea Detection with Lightweight Multi-scaled Fusion Network☆40Updated 6 months ago
- [IEEE TETCI] "ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-Training"☆38Updated 2 years ago
- ECG time-series augmentations library☆26Updated 2 years ago
- A COMPREHENSIVE ANALYSIS OF SLEEP APNEA☆55Updated 3 years ago
- SleepPrintNet: A Multivariate Multimodal Neural Network based on Physiological Time-series for Automatic Sleep Staging☆39Updated last year
- Transfer learning for sleep stage detection☆32Updated 4 years ago
- ☆17Updated 3 years ago
- ☆38Updated 4 years ago
- SiamAF: Learning Shared Information from ECG and PPG Signals for Robust Atrial Fibrillation Detection☆26Updated last year
- Deep learning-based prediction of sleep stages using wearable accelerometry and photoplethysmography☆36Updated last year
- Sleep staging from ECG, assisted with EEG☆25Updated 3 years ago
- Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"☆36Updated 2 years ago
- ☆15Updated last year
- ECG Classification, Continuous Wavelet Transform, CWT, Convolutional Neural Network, CNN, Arrhythmia, Heartbeat classification☆79Updated 4 years ago
- Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification☆42Updated last year
- BioDG is a publically available framework for the evaluation of Domain Generalization algorithms in Biosignal Classification.☆22Updated 6 months ago
- Meta-Learning for EEG, Sleep Staging, Transfer Learning, Pre-trained EEG, PSG datasets (IEEE Journal of Biomedical and Health Informatic…☆41Updated 4 years ago
- CRNNeeg: A deep learning algorithm for sleep staging PSG and long-term scalp EEG☆18Updated 5 years ago
- Code repository for S4Sleep: Elucidating the design space of deep-learning-based sleep stage classification models☆18Updated last year