sleep-stage-classification topic

An open-source sleep stage classification Python package

skjerns

[TKDD 2023] AdaTime: A Benchmarking Suite for Domain Adaptation on Time Series Data

emadeldeen24

[TNSRE 2021] "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"

emadeldeen24

[IJCAI-21] "Time-Series Representation Learning via Temporal and Contextual Contrasting"

emadeldeen24

[IEEE TETCI] "ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-Training"

emadeldeen24

Official repository of cross-modal transformer for interpretable automatic sleep stage classification. https://arxiv.org/abs/2208.06991

Jathurshan0330

[TNSRE 2023] Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation

emadeldeen24

Meta-Learning for EEG, Sleep Staging, Transfer Learning, Pre-trained EEG, PSG datasets (IEEE Journal of Biomedical and Health Informatics)

IoBT-VISTEC

[IEEE JBHI] "MultiChannelSleepNet: A Transformer-Based Model for Automatic Sleep Stage Classification With PSG"

yangdai97

Towards Domain Free Transformer for Generalized EEG Pre-training

comojin1994