| SeqSleepNet: end-to-end hierarchical recurrent neural network for sequence-to-sequence automatic sleep staging H Phan, F Andreotti, N Cooray, OY Chén, M De Vos IEEE Transactions on Neural Systems and Rehabilitation Engineering 27 (3 …, 2019 | 413 | 2019 |
| Joint classification and prediction CNN framework for automatic sleep stage classification H Phan, F Andreotti, N Cooray, OY Chén, M De Vos IEEE Transactions on Biomedical Engineering 66 (5), 1285-1296, 2018 | 383 | 2018 |
| Automatic sleep stage classification using single-channel eeg: Learning sequential features with attention-based recurrent neural networks H Phan, F Andreotti, N Cooray, OY Chén, M De Vos 2018 40th annual international conference of the IEEE engineering in …, 2018 | 137 | 2018 |
| Multichannel sleep stage classification and transfer learning using convolutional neural networks F Andreotti, H Phan, N Cooray, C Lo, MTM Hu, M De Vos 2018 40th annual international conference of the IEEE engineering in …, 2018 | 93 | 2018 |
| DNN filter bank improves 1-max pooling CNN for single-channel EEG automatic sleep stage classification H Phan, F Andreotti, N Cooray, OY Chén, M De Vos 2018 40th annual international conference of the IEEE engineering in …, 2018 | 92 | 2018 |
| Detection of REM sleep behaviour disorder by automated polysomnography analysis N Cooray, F Andreotti, C Lo, M Symmonds, MTM Hu, M De Vos Clinical Neurophysiology 130 (4), 505-514, 2019 | 78 | 2019 |
| Proof of concept: Screening for REM sleep behaviour disorder with a minimal set of sensors N Cooray, F Andreotti, C Lo, M Symmonds, MTM Hu, M De Vos Clinical Neurophysiology 132 (4), 904-913, 2021 | 12 | 2021 |
| Automating the detection of REM sleep behaviour disorder N Cooray, F Andreotti, C Lo, M Symmonds, MTM Hu, M De Vos 2018 40th annual international conference of the IEEE engineering in …, 2018 | 8 | 2018 |
| SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging P Huy, F Andreotti, N Cooray, OY Chen, M De Vos IEEE Transactions on Neural Systems and Rehabilitation Engineering 27 (3 …, 2019 | 1 | 2019 |
| Default Mode Network Detection using EEG in Real-time N Cooray, C Gohil, B Harris, S Frost, C Higgins medRxiv, 2024.04. 03.24305235, 2024 | | 2024 |
| Disrupting the default mode network through real-time closed loop neurofeedback N Cooray, A Moffa, C Higgins, B Harris, J Chan, S Nikolin OSF, 2023 | | 2023 |
| Automated Movement Detection with Dirichlet Process Mixture Models and Electromyography N Cooray, Z Li, J Wang, C Lo, M Arvaneh, M Symmonds, M Hu, M De Vos, ... 2022 25th International Conference on Information Fusion (FUSION), 01-08, 2022 | | 2022 |
| Screening for REM Sleep Behaviour Disorder with Minimal Sensors N Cooray, F Andreotti, C Lo, M Symmonds, M Hu, M De Vos arXiv preprint arXiv:1910.11702, 2019 | | 2019 |
| Arousal Detection in Multimodal Sleep Recordings using Hidden Markov Models F Andreotti, O Carr, K Pillay, N Cooray, H Phan, M De Vos | | |
| Illustration of SeqSleepNet, as described in the paper “SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging” H Phan, F Andreotti, N Cooray, OY Chén | | |
