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Oliver Y. Chén
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2020 – today
- 2024
- [c11]Duy Thanh Vu, Le Trung Thanh, Pham Minh Tuan, Nguyen Linh Trung, Karim Abed-Meraim, Mouloud Adel, Viet-Dung Nguyen, Nguyen Thanh Trung, Dinh Doan Long, Oliver Y. Chén:
Tensor Kernel Learning for Classification of Alzheimer's Conditions using Multimodal Data. MAPR 2024: 1-6 - [i16]Annie Hu, Samuel Stockman, Xun Wu, Richard Wood, Bangdong Zhi, Oliver Y. Chén:
Enhancing Uncertain Demand Prediction in Hospitals Using Simple and Advanced Machine Learning. CoRR abs/2404.18670 (2024) - 2023
- [j11]Oliver Y. Chén, Julien S. Bodelet, Raúl G. Saraiva, Huy Phan, Junrui Di, Guy Nagels, Tom Schwantje, Hengyi Cao, Jiangtao Gou, Jenna M. Reinen, Bin Xiong, Bangdong Zhi, Xiaojun Wang, Maarten De Vos:
The roles, challenges, and merits of the p value. Patterns 4(12): 100878 (2023) - [j10]Oliver Y. Chén, Florian Lipsmeier, Huy Phan, Frank Dondelinger, Andrew P. Creagh, Christian Gossens, Michael Lindemann, Maarten De Vos:
Personalized Longitudinal Assessment of Multiple Sclerosis Using Smartphones. IEEE J. Biomed. Health Informatics 27(7): 3633-3644 (2023) - [j9]Huy Phan, Kristian P. Lorenzen, Elisabeth R. M. Heremans, Oliver Y. Chén, Minh C. Tran, Philipp Koch, Alfred Mertins, Mathias Baumert, Kaare B. Mikkelsen, Maarten De Vos:
L-SeqSleepNet: Whole-cycle Long Sequence Modeling for Automatic Sleep Staging. IEEE J. Biomed. Health Informatics 27(10): 4748-4757 (2023) - [c10]Huy Phan, Elisabeth R. M. Heremans, Oliver Y. Chén, Philipp Koch, Alfred Mertins, Maarten De Vos:
Improving Automatic Sleep Staging Via Temporal Smoothness Regularization. ICASSP 2023: 1-5 - [c9]Oliver Y. Chén, Duy Thanh Vu, Gilbert Greub, Hengyi Cao, Xingru He, Yannick Muller, Constantinos Petrovas, Haochang Shou, Viet-Dung Nguyen, Bangdong Zhi, Laurent Perez, Jean Louis Raisaro, Guy Nagels, Maarten De Vos, Wei He, Raphael Gottardo, Palie Smart, Marcus Munafò, Giuseppe Pantaleo:
The Statistical Analysis of the Varying Brain. SSP 2023: 700-704 - [i15]Huy Phan, Kristian P. Lorenzen, Elisabeth R. M. Heremans, Oliver Y. Chén, Minh C. Tran, Philipp Koch, Alfred Mertins, Mathias Baumert, Kaare B. Mikkelsen, Maarten De Vos:
L-SeqSleepNet: Whole-cycle Long Sequence Modelling for Automatic Sleep Staging. CoRR abs/2301.03441 (2023) - 2022
- [j8]Huy Phan, Oliver Y. Chén, Minh C. Tran, Philipp Koch, Alfred Mertins, Maarten De Vos:
XSleepNet: Multi-View Sequential Model for Automatic Sleep Staging. IEEE Trans. Pattern Anal. Mach. Intell. 44(9): 5903-5915 (2022) - [j7]Huy Phan, Kaare B. Mikkelsen, Oliver Y. Chén, Philipp Koch, Alfred Mertins, Maarten De Vos:
SleepTransformer: Automatic Sleep Staging With Interpretability and Uncertainty Quantification. IEEE Trans. Biomed. Eng. 69(8): 2456-2467 (2022) - [i14]Oliver Y. Chén:
Uniting Machine Intelligence, Brain and Behavioural Sciences to Assist Criminal Justice. CoRR abs/2207.01511 (2022) - 2021
- [j6]Oliver Y. Chén, Bryn Roberts:
Personalized Health Care and Public Health in the Digital Age. Frontiers Digit. Health 3: 595704 (2021) - [j5]Oliver Y. Chén, Hengyi Cao, Huy Phan, Guy Nagels, Jenna M. Reinen, Jiangtao Gou, Tianchen Qian, Junrui Di, John Prince, Tyrone D. Cannon, Maarten De Vos:
Identifying neural signatures mediating behavioral symptoms and psychosis onset: High-dimensional whole brain functional mediation analysis. NeuroImage 226: 117508 (2021) - [j4]Huy Phan, Oliver Y. Chén, Philipp Koch, Zongqing Lu, Ian McLoughlin, Alfred Mertins, Maarten De Vos:
Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning. IEEE Trans. Biomed. Eng. 68(6): 1787-1798 (2021) - [c8]Huy Phan, Huy Le Nguyen, Oliver Y. Chén, Lam Dang Pham, Philipp Koch, Ian McLoughlin, Alfred Mertins:
Multi-View Audio And Music Classification. ICASSP 2021: 611-615 - [c7]Huy Phan, Huy Le Nguyen, Oliver Y. Chén, Philipp Koch, Ngoc Q. K. Duong, Ian McLoughlin, Alfred Mertins:
Self-Attention Generative Adversarial Network for Speech Enhancement. ICASSP 2021: 7103-7107 - [i13]Huy Phan, Huy Le Nguyen, Oliver Y. Chén, Lam Dang Pham, Philipp Koch, Ian McLoughlin, Alfred Mertins:
Multi-view Audio and Music Classification. CoRR abs/2103.02420 (2021) - [i12]Huy Phan, Kaare B. Mikkelsen, Oliver Y. Chén, Philipp Koch, Alfred Mertins, Maarten De Vos:
SleepTransformer: Automatic Sleep Staging with Interpretability and Uncertainty Quantification. CoRR abs/2105.11043 (2021) - 2020
- [j3]Huy Phan, Ian Vince McLoughlin, Lam Dang Pham, Oliver Y. Chén, Philipp Koch, Maarten De Vos, Alfred Mertins:
Improving GANs for Speech Enhancement. IEEE Signal Process. Lett. 27: 1700-1704 (2020) - [j2]Oliver Y. Chén, Florian Lipsmeier, Huy Phan, John Prince, Kirsten I. Taylor, Christian Gossens, Michael Lindemann, Maarten De Vos:
Building a Machine-Learning Framework to Remotely Assess Parkinson's Disease Using Smartphones. IEEE Trans. Biomed. Eng. 67(12): 3491-3500 (2020) - [i11]Huy Phan, Ian Vince McLoughlin, Lam Dang Pham, Oliver Y. Chén, Philipp Koch, Maarten De Vos, Alfred Mertins:
Improving GANs for Speech Enhancement. CoRR abs/2001.05532 (2020) - [i10]Huy Phan, Kaare B. Mikkelsen, Oliver Y. Chén, Philipp Koch, Alfred Mertins, Preben Kidmose, Maarten De Vos:
Personalized Automatic Sleep Staging with Single-Night Data: a Pilot Study with KL-Divergence Regularization. CoRR abs/2004.11349 (2020) - [i9]Huy Phan, Oliver Y. Chén, Philipp Koch, Alfred Mertins, Maarten De Vos:
XSleepNet: Multi-View Sequential Model for Automatic Sleep Staging. CoRR abs/2007.05492 (2020) - [i8]Huy Phan, Huy Le Nguyen, Oliver Y. Chén, Philipp Koch, Ngoc Q. K. Duong, Ian McLoughlin, Alfred Mertins:
Self-Attention Generative Adversarial Network for Speech Enhancement. CoRR abs/2010.09132 (2020)
2010 – 2019
- 2019
- [j1]Huy Phan, Fernando Andreotti, Navin Cooray, Oliver Y. Chén, Maarten De Vos:
Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification. IEEE Trans. Biomed. Eng. 66(5): 1285-1296 (2019) - [c6]Huy Phan, Oliver Y. Chén, Philipp Koch, Alfred Mertins, Maarten De Vos:
Fusion of End-to-End Deep Learning Models for Sequence-to-Sequence Sleep Staging. EMBC 2019: 1829-1833 - [c5]Huy Phan, Oliver Y. Chén, Philipp Koch, Alfred Mertins, Maarten De Vos:
Deep Transfer Learning for Single-Channel Automatic Sleep Staging with Channel Mismatch. EUSIPCO 2019: 1-5 - [c4]Huy Phan, Oliver Y. Chén, Philipp Koch, Lam Dang Pham, Ian McLoughlin, Alfred Mertins, Maarten De Vos:
Unifying Isolated and Overlapping Audio Event Detection with Multi-label Multi-task Convolutional Recurrent Neural Networks. ICASSP 2019: 51-55 - [c3]Huy Phan, Oliver Y. Chén, Lam Dang Pham, Philipp Koch, Maarten De Vos, Ian McLoughlin, Alfred Mertins:
Spatio-Temporal Attention Pooling for Audio Scene Classification. INTERSPEECH 2019: 3845-3849 - [i7]Huy Phan, Oliver Y. Chén, Lam Dang Pham, Philipp Koch, Maarten De Vos, Ian McLoughlin, Alfred Mertins:
Spatio-Temporal Attention Pooling for Audio Scene Classification. CoRR abs/1904.03543 (2019) - [i6]Huy Phan, Oliver Y. Chén, Philipp Koch, Alfred Mertins, Maarten De Vos:
Deep Transfer Learning for Single-Channel Automatic Sleep Staging with Channel Mismatch. CoRR abs/1904.05945 (2019) - [i5]Huy Phan, Oliver Y. Chén, Philipp Koch, Zongqing Lu, Ian McLoughlin, Alfred Mertins, Maarten De Vos:
Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning. CoRR abs/1907.13177 (2019) - 2018
- [c2]Huy Phan, Fernando Andreotti, Navin Cooray, Oliver Y. Chén, Maarten De Vos:
DNN Filter Bank Improves 1-Max Pooling CNN for Single-Channel EEG Automatic Sleep Stage Classification. EMBC 2018: 453-456 - [c1]Huy Phan, Fernando Andreotti, Navin Cooray, Oliver Y. Chén, Maarten De Vos:
Automatic Sleep Stage Classification Using Single-Channel EEG: Learning Sequential Features with Attention-Based Recurrent Neural Networks. EMBC 2018: 1452-1455 - [i4]Huy Phan, Fernando Andreotti, Navin Cooray, Oliver Y. Chén, Maarten De Vos:
Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification. CoRR abs/1805.06546 (2018) - [i3]Huy Phan, Fernando Andreotti, Navin Cooray, Oliver Y. Chén, Maarten De Vos:
SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging. CoRR abs/1809.10932 (2018) - [i2]Huy Phan, Oliver Y. Chén, Philipp Koch, Lam Dang Pham, Ian McLoughlin, Alfred Mertins, Maarten De Vos:
Unifying Isolated and Overlapping Audio Event Detection with Multi-Label Multi-Task Convolutional Recurrent Neural Networks. CoRR abs/1811.01092 (2018) - [i1]Huy Phan, Oliver Y. Chén, Philipp Koch, Lam Dang Pham, Ian McLoughlin, Alfred Mertins, Maarten De Vos:
Beyond Equal-Length Snippets: How Long is Sufficient to Recognize an Audio Scene? CoRR abs/1811.01095 (2018)
Coauthor Index
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