Navin Cooray

SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging

Huy Phan, Fernando Andreotti, Navin Cooray et al. · IEEE Transactions on Neural Systems and Rehabilitation Engineering · 2019 · 544 citations · Full text

Artificial Intelligence, Natural Language Processing, Structured Prediction +13

Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification

Huy Phan, Fernando Andreotti, Navin Cooray et al. · IEEE Transactions on Biomedical Engineering · 2018 · 454 citations · Full text

Automatic Sleep Stage Classification Using Single-Channel EEG: Learning Sequential Features with Attention-Based Recurrent Neural Networks

Huy Phan, Fernando Andreotti, Navin Cooray et al. · 2018 · 141 citations

Sleep Disorders, Learning Sequential Features, Engineering +24

Multichannel Sleep Stage Classification and Transfer Learning using Convolutional Neural Networks

Fernando Andreotti, Huy Phan, Navin Cooray et al. · 2018 · 91 citations

Detection of REM sleep behaviour disorder by automated polysomnography analysis

Navin Cooray, Fernando Andreotti, Christine Lo et al. · Clinical Neurophysiology · 2019 · 91 citations · Full text