SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep StagingHuy Phan, Maarten De Vos, Fernando Andreotti et al.|IEEE Transactions on Neural Systems and Rehabilitation Engineering|2019Cited by 608
Joint Classification and Prediction CNN Framework for Automatic Sleep Stage ClassificationHuy Phan, Maarten De Vos, Fernando Andreotti et al.|IEEE Transactions on Biomedical Engineering|2018Cited by 468
Automatic Sleep Stage Classification Using Single-Channel EEG: Learning Sequential Features with Attention-Based Recurrent Neural NetworksHuy Phan, Maarten De Vos, Fernando Andreotti et al.|Unknown|2018Cited by 143
Detection of REM sleep behaviour disorder by automated polysomnography analysisNavin Cooray, Maarten De Vos, Fernando Andreotti et al.|Clinical Neurophysiology|2019Cited by 99
DNN Filter Bank Improves 1-Max Pooling CNN for Single-Channel EEG Automatic Sleep Stage ClassificationHuy Phan, Maarten De Vos, Fernando Andreotti et al.|Unknown|2018Cited by 93