Oliver Y. Chén

According to our database, Oliver Y. Chén authored at least 29 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Enhancing Uncertain Demand Prediction in Hospitals Using Simple and Advanced Machine Learning.

Annie Hu, Samuel Stockman, Xun Wu, Richard Wood, Bangdong Zhi, Oliver Y. Chén

CoRR, 2024

Tensor Kernel Learning for Classification of Alzheimer's Conditions using Multimodal Data.

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

Proceedings of the International Conference on Multimedia Analysis and Pattern Recognition, 2024

2023

The roles, challenges, and merits of the p value.

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

Patterns, December, 2023

L-SeqSleepNet: Whole-cycle Long Sequence Modeling for Automatic Sleep Staging.

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

IEEE J. Biomed. Health Informatics, October, 2023

Personalized Longitudinal Assessment of Multiple Sclerosis Using Smartphones.

Oliver Y. Chén, Florian Lipsmeier, Huy Phan, Frank Dondelinger, Andrew P. Creagh, Christian Gossens, Michael Lindemann, Maarten De Vos

IEEE J. Biomed. Health Informatics, July, 2023

L-SeqSleepNet: Whole-cycle Long Sequence Modelling for Automatic Sleep Staging.

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

CoRR, 2023

The Statistical Analysis of the Varying Brain.

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

Proceedings of the IEEE Statistical Signal Processing Workshop, 2023

Improving Automatic Sleep Staging Via Temporal Smoothness Regularization.

Huy Phan, Elisabeth R. M. Heremans, Oliver Y. Chén, Philipp Koch, Alfred Mertins, Maarten De Vos

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

SleepTransformer: Automatic Sleep Staging With Interpretability and Uncertainty Quantification.

Huy Phan, Kaare B. Mikkelsen, Oliver Y. Chén, Philipp Koch, Alfred Mertins, Maarten De Vos

IEEE Trans. Biomed. Eng., 2022

XSleepNet: Multi-View Sequential Model for Automatic Sleep Staging.

Huy Phan, Oliver Y. Chén, Minh C. Tran, Philipp Koch, Alfred Mertins, Maarten De Vos

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Uniting Machine Intelligence, Brain and Behavioural Sciences to Assist Criminal Justice.

Oliver Y. Chén

CoRR, 2022

2021

Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning.

Huy Phan, Oliver Y. Chén, Philipp Koch, Zongqing Lu, Ian McLoughlin, Alfred Mertins, Maarten De Vos

IEEE Trans. Biomed. Eng., 2021

Identifying neural signatures mediating behavioral symptoms and psychosis onset: High-dimensional whole brain functional mediation analysis.

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

NeuroImage, 2021

Personalized Health Care and Public Health in the Digital Age.

Oliver Y. Chén, Bryn Roberts

Frontiers Digit. Health, 2021

Multi-View Audio And Music Classification.

Huy Phan, Huy Le Nguyen, Oliver Y. Chén, Lam Dang Pham, Philipp Koch, Ian McLoughlin, Alfred Mertins

Proceedings of the IEEE International Conference on Acoustics, 2021

Self-Attention Generative Adversarial Network for Speech Enhancement.

Huy Phan, Huy Le Nguyen, Oliver Y. Chén, Philipp Koch, Ngoc Q. K. Duong, Ian McLoughlin, Alfred Mertins

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Building a Machine-Learning Framework to Remotely Assess Parkinson's Disease Using Smartphones.

Oliver Y. Chén, Florian Lipsmeier, Huy Phan, John Prince, Kirsten I. Taylor, Christian Gossens, Michael Lindemann, Maarten De Vos

IEEE Trans. Biomed. Eng., 2020

Improving GANs for Speech Enhancement.

Huy Phan, Ian Vince McLoughlin, Lam Dang Pham, Oliver Y. Chén, Philipp Koch, Maarten De Vos, Alfred Mertins

IEEE Signal Process. Lett., 2020

XSleepNet: Multi-View Sequential Model for Automatic Sleep Staging.

Huy Phan, Oliver Y. Chén, Philipp Koch, Alfred Mertins, Maarten De Vos

CoRR, 2020

Personalized Automatic Sleep Staging with Single-Night Data: a Pilot Study with KL-Divergence Regularization.

Huy Phan, Kaare B. Mikkelsen, Oliver Y. Chén, Philipp Koch, Alfred Mertins, Preben Kidmose, Maarten De Vos

CoRR, 2020

2019

Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification.

Huy Phan, Fernando Andreotti, Navin Cooray, Oliver Y. Chén, Maarten De Vos

IEEE Trans. Biomed. Eng., 2019

Spatio-Temporal Attention Pooling for Audio Scene Classification.

Huy Phan, Oliver Y. Chén, Lam Dang Pham, Philipp Koch, Maarten De Vos, Ian McLoughlin, Alfred Mertins

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Unifying Isolated and Overlapping Audio Event Detection with Multi-label Multi-task Convolutional Recurrent Neural Networks.

Huy Phan, Oliver Y. Chén, Philipp Koch, Lam Dang Pham, Ian McLoughlin, Alfred Mertins, Maarten De Vos

Proceedings of the IEEE International Conference on Acoustics, 2019

Deep Transfer Learning for Single-Channel Automatic Sleep Staging with Channel Mismatch.

Huy Phan, Oliver Y. Chén, Philipp Koch, Alfred Mertins, Maarten De Vos

Proceedings of the 27th European Signal Processing Conference, 2019

Fusion of End-to-End Deep Learning Models for Sequence-to-Sequence Sleep Staging.

Huy Phan, Oliver Y. Chén, Philipp Koch, Alfred Mertins, Maarten De Vos

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018

Beyond Equal-Length Snippets: How Long is Sufficient to Recognize an Audio Scene?

Huy Phan, Oliver Y. Chén, Philipp Koch, Lam Dang Pham, Ian McLoughlin, Alfred Mertins, Maarten De Vos

CoRR, 2018

SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging.

Huy Phan, Fernando Andreotti, Navin Cooray, Oliver Y. Chén, Maarten De Vos

CoRR, 2018

Automatic Sleep Stage Classification Using Single-Channel EEG: Learning Sequential Features with Attention-Based Recurrent Neural Networks.

Huy Phan, Fernando Andreotti, Navin Cooray, Oliver Y. Chén, Maarten De Vos

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

DNN Filter Bank Improves 1-Max Pooling CNN for Single-Channel EEG Automatic Sleep Stage Classification.

Huy Phan, Fernando Andreotti, Navin Cooray, Oliver Y. Chén, Maarten De Vos

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018