Oliver Y. Chén
Oliver Y. Chén
Verified email at seh.ox.ac.uk - Homepage
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
Cerebello-thalamo-cortical hyperconnectivity as a state-independent functional neural signature for psychosis prediction and characterization
H Cao, OY Chén, Y Chung, JK Forsyth, SC McEwen, DG Gee, ...
Nature communications 9 (1), 1-9, 2018
982018
High-dimensional multivariate mediation with application to neuroimaging data
OY Chén, C Crainiceanu, EL Ogburn, BS Caffo, TD Wager, MA Lindquist
Biostatistics 19 (2), 121-136, 2018
592018
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
The human cortex possesses a reconfigurable dynamic network architecture that is disrupted in psychosis
JM Reinen, OY Chén, RM Hutchison, BTT Yeo, KM Anderson, ...
Nature Communications 9 (1), 1-15, 2018
462018
Improving GANs for speech enhancement
H Phan, IV McLoughlin, L Pham, OY Chén, P Koch, M De Vos, A Mertins
IEEE Signal Processing Letters 27, 1700-1704, 2020
382020
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
Towards more accurate automatic sleep staging via deep transfer learning
H Phan, OY Chén, P Koch, Z Lu, I McLoughlin, A Mertins, M De Vos
IEEE Transactions on Biomedical Engineering 68 (6), 1787-1798, 2020
322020
Resting-state brain information flow predicts cognitive flexibility in humans
OY Chén, H Cao, JM Reinen, T Qian, J Gou, H Phan, M De Vos, ...
Scientific reports 9 (1), 1-16, 2019
222019
Deep transfer learning for single-channel automatic sleep staging with channel mismatch
H Phan, OY Chén, P Koch, A Mertins, M De Vos
2019 27th European Signal Processing Conference (EUSIPCO), 1-5, 2019
192019
XSleepNet: Multi-view sequential model for automatic sleep staging
H Phan, OY Chén, MC Tran, P Koch, A Mertins, M De Vos
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021
172021
Personalized automatic sleep staging with single-night data: a pilot study with Kullback–Leibler divergence regularization
H Phan, K Mikkelsen, OY Chén, P Koch, A Mertins, P Kidmose, M De Vos
Physiological measurement 41 (6), 064004, 2020
162020
The biological basis of mathematical beauty
S Zeki, OY Chén, JP Romaya
Frontiers in human neuroscience 12, 467, 2018
152018
Spatio-temporal attention pooling for audio scene classification
H Phan, OY Chén, L Pham, P Koch, M De Vos, I McLoughlin, A Mertins
arXiv preprint arXiv:1904.03543, 2019
142019
Altered brain activation during memory retrieval precedes and predicts conversion to psychosis in individuals at clinical high risk
H Cao, SC McEwen, Y Chung, OY Chén, CE Bearden, J Addington, ...
Schizophrenia bulletin 45 (4), 924-933, 2019
122019
The Bayesian‐Laplacian brain
S Zeki, OY Chén
European Journal of Neuroscience 51 (6), 1441-1462, 2020
112020
Unifying isolated and overlapping audio event detection with multi-label multi-task convolutional recurrent neural networks
H Phan, OY Chén, P Koch, L Pham, I McLoughlin, A Mertins, M De Vos
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
112019
Building a Machine-Learning Framework to Remotely Assess Parkinson's Disease Using Smartphones
OY Chén, F Lipsmeier, H Phan, J Prince, KI Taylor, C Gossens, ...
IEEE Transactions on Biomedical Engineering 67 (12), 3491-3500, 2020
92020
The human cortex possesses a reconfigurable dynamic network architecture that is disrupted in psychosis. Nat. Commun. 9, 1–15
JM Reinen, OY Chén, RM Hutchison, BTT Yeo, KM Anderson, ...
82018
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Articles 1–20