Multichannel Sleep Stage Classification and Transfer Learning using Convolutional Neural Networks. - Fernando Andreotti; Huy Phan; Navin Cooray; Christine Lo; Michele T. M. Hu; Maarten De Vos (EMBC, 2018)

Automating the Detection of REM Sleep Behaviour Disorder. - Navin Cooray; Fernando Andreotti; Christine Lo; Mkael Symmonds; Michele T. M. Hu; Maarten De Vos (EMBC, 2018)

DNN Filter Bank Improves 1-Max Pooling CNN for Single-Channel EEG Automatic Sleep Stage Classification. - Huy Phan; Fernando Andreotti; Navin Cooray; Oliver Y. Chén; Maarten De Vos (EMBC, 2018)

Automatic Sleep Stage Classification Using Single-Channel EEG: Learning Sequential Features with Attention-Based Recurrent Neural Networks. - Huy Phan; Fernando Andreotti; Navin Cooray; Oliver Y. Chén; Maarten De Vos (EMBC, 2018)

SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging. - Huy Phan; Fernando Andreotti; Navin Cooray; Oliver Y. Chén; Maarten De Vos (CoRR, 2018)

Detection of REM Sleep Behaviour Disorder by Automated Polysomnography Analysis. - Navin Cooray; Fernando Andreotti; Christine Lo; Mkael Symmonds; Michele T. M. Hu; Maarten De Vos (CoRR, 2018)

Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification. - Huy Phan; Fernando Andreotti; Navin Cooray; Oliver Y. Chén; Maarten De Vos (IEEE Trans. Biomed. Eng., 2019)

Automated Movement Detection with Dirichlet Process Mixture Models and Electromyography. - Navin Cooray; Zhenglin Li; Jinzhuo Wang; Christine Lo; Mahnaz Arvaneh; Mkael Symmonds; Michele T. M. Hu; Maarten De Vos; Lyudmila S. Mihaylova (FUSION, 2022)

Default Mode Network Detection using EEG in Real-time. - Navin Cooray; Chetan Gohil; Brendan Harris; Shaun Frost; Cameron Higgins (EMBC, 2024)