| 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 | 456 | 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 | 410 | 2018 |
| 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 44 (9), 5903-5915, 2021 | 207 | 2021 |
| Sleeptransformer: Automatic sleep staging with interpretability and uncertainty quantification H Phan, K Mikkelsen, OY Chén, P Koch, A Mertins, M De Vos IEEE Transactions on Biomedical Engineering 69 (8), 2456-2467, 2022 | 183 | 2022 |
| 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), 3836, 2018 | 181 | 2018 |
| 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 | 152 | 2020 |
| 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 | 148 | 2018 |
| 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 | 138 | 2020 |
| 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 | 126 | 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 | 95 | 2018 |
| 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), 1157, 2018 | 72 | 2018 |
| 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), 3879, 2019 | 50 | 2019 |
| 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 | 48 | 2020 |
| 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 | 47 | 2020 |
| 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 | 42 | 2019 |
| Self-attention generative adversarial network for speech enhancement H Phan, H Le Nguyen, OY Chén, P Koch, NQK Duong, I McLoughlin, ... ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 39 | 2021 |
| The biological basis of mathematical beauty S Zeki, OY Chén, JP Romaya Frontiers in human neuroscience 12, 467, 2018 | 38 | 2018 |
| 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 | 32 | 2019 |
| L-SeqSleepNet: Whole-cycle long sequence modelling for automatic sleep staging H Phan, KP Lorenzen, E Heremans, OY Chén, MC Tran, P Koch, ... IEEE Journal of Biomedical and Health Informatics, 2023 | 29 | 2023 |
| Personalized Health Care and Public Health in the Digital Age OY Chén, B Roberts Frontiers in Digital Health 3, 595704, 2021 | 29 | 2021 |
Maarten De VosESAT - Stadius & Department of Development and Regeneration, KU Leuven, BelgiumVerified email at kuleuven.be
