Navin Cooray
Navin Cooray
DPhil/Phd Student
Підтверджена електронна адреса в eng.ox.ac.uk
Назва
Посилання
Посилання
Рік
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
402018
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
332019
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
172018
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
152018
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
142019
DNN filter bank improves 1-max pooling CNN for single-channel EEG automatic sleep stage classification
H Phan, F Andreotti, N Cooray, YO Chèn, M De Vos
2018 40th Annual International Conference of the IEEE Engineering in …, 2018
132018
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
32018
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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