OC
Oliver Y. Chén
cs.LGstat.MLSleep Stagescs.SDeess.ASstat.MEeess.SPElectroencephalographyNeural Networks, Computerq-bio.QM
On Valency
published · living versionsW_f72g2wr5·v1 · currentpublished
A Scientific Claim Stability Framework for Evaluating MRI Morphometry Pipelines
with Duy-Cat Can, Dang-Duat Tran, Anh-Khang Nguyen, Quoc-Bao Tran +4
1 version
Preprints & journals
60 papers in the corpus · 2015–2026Imputation-free transformer learning enables robust Alzheimer's disease prediction and calibrated uncertainty quantification across heterogeneous clinical cohorts.42523517 · Diaz, Christelle Schneuwly, Baghirova, Narmina, Vũ, Duy-Thanh et al.2026 · 0 citationsArXiv. 2026
Targeting PD-1+ T cells with chimeric antigen receptors to reduce the HIV reservoir.42030390 · Ermellino, Laura, Banga, Riddhima, Georgakis, Spiros et al.2026 · 0 citationsScience advances. 2026;12(17):eaeb7602
High-dimensional Many-to-many-to-many Mediation Analysis.41958476 · Nguyen, Tien Dat, Tran, Trung Khang, Truong, Cong Khanh et al.2026 · 0 citationsArXiv. 2026
OPTIMUS: Predicting Multivariate Outcomes in Alzheimer's Disease Using Multi-Modal Data Amidst Missing Values.40932805 · Diaz, Christelle Schneuwly, Vu, Duy-Thanh, Bodelet, Julien et al.2026 · 2 citationsIEEE transactions on bio-medical engineering. 2026;73(4):1528-1538
Real-world federated learning for brain imaging scientists.41909058 · Denissen, Stijn, Laton, Jorne, Grothe, Matthias et al.2026 · 1 citationFrontiers in digital health. 2026;8:1691088
Generative Model via Quantile Assignment2602.18216v1 · Georgi Hrusanov, Oliver Y. Ch'en, Julien S. Bodelet2026 · 0 citationsarXiv
Physics-Informed Neural Koopman Machine for Interpretable Longitudinal Personalized Alzheimer's Disease Forecasting2512.06134v1 · Georgi Hrusanov, Duy-Thanh Vu, Duy-Cat Can et al.2025 · 0 citationsarXiv
Extending Multiple Testing With Unknown Test Dependency via the CoCo Test: With Applications to Cancer Studies.41029025 · Gou, Jiangtao, Wu, Kai, Chén, Oliver Y2025 · 0 citationsPharmaceutical statistics. 2025;24(6):e70040
Bcl6 expression is associated with a distinct immune landscape and spatial transcriptome in COVID-19.40924502 · Brenna, Cloé, Bramon Mora, Bernat, Ioannidou, Kalliopi et al.2025 · 1 citationJCI insight. 2025;10(20)
Residual Partial Least Squares Learning: Brain Cortical Thickness Simultaneously Predicts Eight Non-pairwise-correlated Behavioural and Disease Outcomes in Alzheimer's Disease.38559263 · Vu, Duy-Thanh, Can, Duy-Cat, Diaz, Christelle Schneuwly et al.2025 · 0 citationsbioRxiv : the preprint server for biology. 2025
MUDI: A Multimodal Biomedical Dataset for Understanding Pharmacodynamic Drug-Drug Interactions2506.01478v1 · Tung-Lam Ngo, Ba-Hoang Tran, Duy-Cat Can et al.2025 · 1 citationarXiv
REMEMBER: Retrieval-based Explainable Multimodal Evidence-guided Modeling for Brain Evaluation and Reasoning in Zero- and Few-shot Neurodegenerative Diagnosis2504.09354v1 · Duy-Cat Can, Quang-Huy Tang, Huong Ha et al.2025 · 1 citationarXiv
Explainable Graph-theoretical Machine Learning with Application to Alzheimer's Disease Prediction2503.16286v3 · Narmina Baghirova, Duy-Thanh Vu, Duy-Cat Can et al.2025 · 0 citationsarXiv
VisTA: Vision-Text Alignment Model with Contrastive Learning using Multimodal Data for Evidence-Driven, Reliable, and Explainable Alzheimer's Disease Diagnosis2502.01535v1 · Duy-Cat Can, Linh D. Dang, Quang-Huy Tang et al.2025 · 1 citationarXiv
HIV infection is associated with compromised tumor microenvironment adaptive immune reactivity in Hodgkin lymphoma.39116294 · Chantziou, Amanda, Brenna, Cloe, Ioannidou, Kalliopi et al.2024 · 8 citationsBlood advances. 2024;8(24):6215-6231
Follicular Bcl6 reactivity is associated with a unique immune landscape and spatial transcriptome in COVID-1910.1101/2024.11.07.622471v1 · Brenna, C., Mora, B. B., Ioannidou, K. et al.2024 · 1 citationbioRxiv
Follicular Immune Landscaping Reveals a Distinct Profile of FOXP3hiCD4hi T Cells in Treated Compared to Untreated HIV.39204036 · Georgakis, Spiros, Orfanakis, Michail, Brenna, Cloe et al.2024 · 6 citationsVaccines. 2024;12(8)
Tensor Kernel Learning for Classification of Alzheimer's Conditions using Multimodal Data10.1101/2024.07.17.603875v1 · Vu, T. D., Le, T. T., Pham, T. M. et al.2024 · 1 citationbioRxiv
Enhancing Uncertain Demand Prediction in Hospitals Using Simple and Advanced Machine Learning2404.18670v1 · Annie Hu, Samuel Stockman, Xun Wu et al.2024 · 0 citationsarXiv
The roles, challenges, and merits of the p value.38106615 · Chén, Oliver Y, Bodelet, Julien S, Saraiva, Raúl G et al.2023 · 70 citationsPatterns (New York, N.Y.). 2023;4(12):100878
L-SeqSleepNet: Whole-cycle Long Sequence Modeling for Automatic Sleep Staging.37552591 · Phan, Huy, Lorenzen, Kristian P, Heremans, Elisabeth et al.2026 · 83 citationsIEEE journal of biomedical and health informatics. 2023;27(10):4748-4757
Personalized Longitudinal Assessment of Multiple Sclerosis Using Smartphones.37134029 · Chen, Oliver Y, Lipsmeier, Florian, Phan, Huy et al.2023 · 8 citationsIEEE journal of biomedical and health informatics. 2023;27(7):3633-3644
Real-world federated learning for the brain imaging scientist10.1101/2023.04.22.23288741v2 · Denissen, S., Laton, J., Grothe, M. et al.2023 · 0 citationsmedRxiv
L-SeqSleepNet: Whole-cycle Long Sequence Modelling for Automatic Sleep Staging2301.03441v3 · Huy Phan, Kristian P. Lorenzen, Elisabeth Heremans et al.2023 · 8 citationsarXiv
Probing potential priming: Defining, quantifying, and testing the causal priming effect using the potential outcomes framework.36438320 · Chén, Oliver Y, Phan, Huy, Cao, Hengyi et al.2024 · 2 citationsFrontiers in psychology. 2022;13:724498
XSleepNet: Multi-View Sequential Model for Automatic Sleep Staging.33788679 · Phan, Huy, Chen, Oliver Y, Tran, Minh C et al.2022 · 280 citationsIEEE transactions on pattern analysis and machine intelligence. 2022;44(9):5903-5915
SleepTransformer: Automatic Sleep Staging With Interpretability and Uncertainty Quantification.35100107 · Phan, Huy, Mikkelsen, Kaare, Chen, Oliver Y et al.2022 · 350 citationsIEEE transactions on bio-medical engineering. 2022;69(8):2456-2467
Uniting Machine Intelligence, Brain and Behavioural Sciences to Assist Criminal Justice2207.01511v2 · Oliver Y. Ch'en2022 · 2 citationsarXiv
Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning.32866092 · Phan, Huy, Chen, Oliver Y, Koch, Philipp et al.2021 · 159 citationsIEEE transactions on bio-medical engineering. 2021;68(6):1787-1798
Cross-paradigm connectivity: reliability, stability, and utility.32361945 · Cao, Hengyi, Chen, Oliver Y, McEwen, Sarah C et al.2021 · 12 citationsBrain imaging and behavior. 2021;15(2):614-629
Personalized Health Care and Public Health in the Digital Age.34713084 · Chén, Oliver Y, Roberts, Bryn2023 · 37 citationsFrontiers in digital health. 2021;3:595704
Multi-view Audio and Music Classification2103.02420v1 · Huy Phan, Huy Le Nguyen, Oliver Y. Ch'en et al.2021 · 19 citationsarXiv
Building a Machine-Learning Framework to Remotely Assess Parkinson's Disease Using Smartphones.32324537 · Chen, Oliver Y, Lipsmeier, Florian, Phan, Huy et al.2021 · 60 citationsIEEE transactions on bio-medical engineering. 2020;67(12):3491-3500
Identifying neural signatures mediating behavioral symptoms and psychosis onset: High-dimensional whole brain functional mediation analysis.33157263 · Chén, Oliver Y, Cao, Hengyi, Phan, Huy et al.2021 · 11 citationsNeuroImage. 2021;226:117508
Self-Attention Generative Adversarial Network for Speech Enhancement2010.09132v3 · Huy Phan, Huy Le Nguyen, Oliver Y. Ch'en et al.2020 · 46 citationsarXiv
Personalized automatic sleep staging with single-night data: a pilot study with Kullback-Leibler divergence regularization.32392550 · Phan, Huy, Mikkelsen, Kaare, Chén, Oliver Y et al.2021 · 44 citationsPhysiological measurement. 2020;41(6):064004
Statistical Quantile Learning for Large, Nonlinear, and Additive Latent Variable Models2003.13119v5 · Julien Bodelet, Guillaume Blanc, Jiajun Shan et al.2020 · 0 citationsarXiv
Erratum: Chén "The Roles of Statistics in Human Neuroscience", Brain Sci. 2019, 9 (8), 194.32143516 · Chén, Oliver Y2024 · 2 citationsBrain sciences. 2020;10(3)
Thou Shalt Not Reject the P-value2002.07270v7 · Oliver Y. Ch'en, Ra'ul G. Saraiva, Guy Nagels et al.2020 · 1 citationarXiv
Improving GANs for Speech Enhancement2001.05532v3 · Huy Phan, Ian V. McLoughlin, Lam Pham et al.2020 · 158 citationsarXiv
Corrigendum: The Biological Basis of Mathematical Beauty.31588206 · Zeki, Semir, Chén, Oliver Y, Romaya, John Paul2020 · 0 citationsFrontiers in human neuroscience. 2019;13:325
The Bayesian-Laplacian brain.31397945 · Zeki, Semir, Chén, Oliver Y2021 · 38 citationsThe European journal of neuroscience. 2020;51(6):1441-1462
The Roles of Statistics in Human Neuroscience.31398878 · Chén, Oliver Y2020 · 9 citationsBrain sciences. 2019;9(8)
Fusion of End-to-End Deep Learning Models for Sequence-to-Sequence Sleep Staging.31946253 · Phan, Huy, Chen, Oliver Y, Koch, Philipp et al.2020 · 13 citationsAnnual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference. 2019;2019:1829-1833
Altered Brain Activation During Memory Retrieval Precedes and Predicts Conversion to Psychosis in Individuals at Clinical High Risk.30215784 · Cao, Hengyi, McEwen, Sarah C, Chung, Yoonho et al.2020 · 23 citationsSchizophrenia bulletin. 2019;45(4):924-933
Deep Transfer Learning for Single-Channel Automatic Sleep Staging with Channel Mismatch1904.05945v2 · Huy Phan, Oliver Y. Ch'en, Philipp Koch et al.2019 · 47 citationsarXiv
Spatio-Temporal Attention Pooling for Audio Scene Classification1904.03543v2 · Huy Phan, Oliver Y. Ch'en, Lam Pham et al.2019 · 27 citationsarXiv
Resting-state brain information flow predicts cognitive flexibility in humans.30846746 · Chén, Oliver Y, Cao, Hengyi, Reinen, Jenna M et al.2020 · 52 citationsScientific reports. 2019;9(1):3879
SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging.30716040 · Phan, Huy, Andreotti, Fernando, Cooray, Navin et al.2020 · 630 citationsIEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society. 2019;27(3):400-410
The Biological Basis of Mathematical Beauty.30555311 · Zeki, Semir, Chén, Oliver Y, Romaya, John Paul2024 · 30 citationsFrontiers in human neuroscience. 2018;12:467
Career total: 91 works. 60 are in this corpus.Showing the 50 most recent.
Profile built from the corpus for this byline.
Author records are still filling in while the Hub is in alpha. If this is your page, you'll be able to claim it soon. Spot a mistake? Tell us.