Navin Cooray
Navin Cooray
DPhil/Phd Student
Verified email at eng.ox.ac.uk
Title
Cited by
Cited by
Year
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
1392019
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
1382018
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
552018
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
512018
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
362019
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
362018
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
52018
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
22021
Clinical Neurophysiology= jo urn al homepage: www, el sevier, com/lo cate/clin ph
N Cooray, F Andreotti, C Lo, M Symmonds, MTM Hu
Clinical Neurophysiology 132, 904-913, 2021
2021
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
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