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
SleepTransformer: Automatic Sleep Staging With Interpretability and Uncertainty QuantificationHuy Phan, Maarten De Vos, Kaare B. Mikkelsen et al.|IEEE Transactions on Biomedical Engineering|2022Cited by 327
XSleepNet: Multi-View Sequential Model for Automatic Sleep StagingHuy Phan, Maarten De Vos, Oliver Y. Chén et al.|IEEE Transactions on Pattern Analysis and Machine Intelligence|2021Cited by 273
Towards More Accurate Automatic Sleep Staging via Deep Transfer LearningHuy Phan, Maarten De Vos, Oliver Y. Chén et al.|IEEE Transactions on Biomedical Engineering|2020Cited by 158