acrophase / Sleep_Staging_KD
Sleep staging from ECG, assisted with EEG
☆26Updated 2 years ago
Alternatives and similar repositories for Sleep_Staging_KD
Users that are interested in Sleep_Staging_KD are comparing it to the libraries listed below
Sorting:
- Meta-Learning for EEG, Sleep Staging, Transfer Learning, Pre-trained EEG, PSG datasets (IEEE Journal of Biomedical and Health Informatic…☆40Updated 4 years ago
- A Residual based Attention Model for EEG basedSleep Staging☆11Updated 3 years ago
- Sleep stage automatic classifier using CNNs and LSTMs to process frequency signals of brain activity recorded via ElectroEncephaloGram EE…☆20Updated 3 years ago
- ☆26Updated last year
- Official repository of cross-modal transformer for interpretable automatic sleep stage classification. https://arxiv.org/abs/2208.06991☆60Updated last year
- [TNSRE 2023] Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation☆40Updated last year
- This repo contains a list of papers for sleep stage classification using deep learning based techniques starting from 2017-afterwards. I …☆65Updated 2 years ago
- Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"☆34Updated 2 years ago
- PyTorch implementation of sleep-stage classifier using photoplethysmography (PPG) data.☆16Updated 2 years ago
- [IEEE TETCI] "ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-Training"☆39Updated last year
- ECG Classification, Continuous Wavelet Transform, CWT, Convolutional Neural Network, CNN, Arrhythmia, Heartbeat classification☆77Updated 3 years ago
- Transfer learning for sleep stage detection☆30Updated 3 years ago
- Toward Sleep Apnea Detection with Lightweight Multi-scaled Fusion Network☆40Updated last month
- CRNNeeg: A deep learning algorithm for sleep staging PSG and long-term scalp EEG☆17Updated 4 years ago
- Analysis of Transformer attention in EEG signal classification☆44Updated 8 months ago
- A list of papers for sleep stages classification using machine learning/deep learning.☆84Updated 2 years ago
- ☆24Updated 2 years ago
- [IEEE JBHI] "MultiChannelSleepNet: A Transformer-Based Model for Automatic Sleep Stage Classification With PSG"☆50Updated last year
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG☆30Updated 4 years ago
- Code for our paper SleepGPT: A Sleep Language Model for Sleep Staging and Sleep Disorder Diagnosis☆14Updated 5 months ago
- ☆53Updated last year
- SleepPrintNet: A Multivariate Multimodal Neural Network based on Physiological Time-series for Automatic Sleep Staging☆34Updated last year
- Convolutional neural network which uses 30 second single-channel EEG signals to detect apnea events. Kernels are visualised using Fourier…☆22Updated 2 years ago
- Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification☆40Updated last year
- EEG Artifact Removal Using Deep Learning (source code, IEEE Journal of Biomedical and Health Informatics)☆34Updated 2 years ago
- ☆38Updated 4 years ago
- Sleep stage detection using ECG☆124Updated 2 weeks ago
- Code repository for S4Sleep: Elucidating the design space of deep-learning-based sleep stage classification models☆18Updated last year
- ☆16Updated last year
- ECGAssess: A Python-Based Toolbox For ECG Lead Signal Quality Assessment☆17Updated 3 years ago