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Wei Tu
Wei Tu
Assistant Professor of Biostatistics, Queen's University
Verified email at queensu.ca
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Year
Machine learning models reveal neurocognitive impairment type and prevalence are associated with distinct variables in HIV/AIDS
W Tu, PA Chen, N Koenig, D Gomez, E Fujiwara, MJ Gill, L Kong, ...
Journal of NeuroVirology 26, 41-51, 2020
212020
IND227 phase III (P3) study of cisplatin/pemetrexed (CP) with or without pembrolizumab (pembro) in patients (pts) with malignant pleural mesothelioma (PM): a CCTG, NCIN, and …
QS Chu, MC Piccirillo, L Greillier, F Grosso, G Lo Russo, M Florescu, ...
Journal of clinical oncology 41 (17_suppl), LBA8505-LBA8505, 2023
182023
Brief report: canadian cancer trials group IND. 227: A phase 2 randomized study of pembrolizumab in patients with advanced Malignant pleural mesothelioma (NCT02784171)
MC Piccirillo, Q Chu, P Bradbury, W Tu, CH Coschi, F Grosso, M Florescu, ...
Journal of Thoracic Oncology 18 (6), 813-819, 2023
112023
Pembrolizumab plus chemotherapy versus chemotherapy in untreated advanced pleural mesothelioma in Canada, Italy, and France: a phase 3, open-label, randomised controlled trial
Q Chu, F Perrone, L Greillier, W Tu, MC Piccirillo, F Grosso, GL Russo, ...
The Lancet 402 (10419), 2295-2306, 2023
92023
Sample average approximation for stochastic optimization with dependent data: Performance guarantees and tractability
Y Wang, B Pan, W Tu, P Liu, B Jiang, C Gao, W Lu, S Jui, L Kong
Proceedings of the AAAI Conference on Artificial Intelligence 36 (4), 3859-3867, 2022
82022
Predictive variables for peripheral neuropathy in treated HIV type 1 infection revealed by machine learning
W Tu, E Johnson, E Fujiwara, MJ Gill, L Kong, C Power
Aids 35 (11), 1785-1793, 2021
72021
Flexible quantile contour estimation for multivariate functional data: Beyond convexity
G Agarwal, W Tu, Y Sun, L Kong
Computational Statistics & Data Analysis 168, 107400, 2022
62022
Peri-hematoma corticospinal tract integrity in intracerebral hemorrhage patients: a diffusion-tensor imaging study
R McCourt, E Misaghi, W Tu, M Kate, L Gioia, S Treit, C Beaulieu, ...
Journal of the Neurological Sciences 421, 117317, 2021
62021
M-estimation in low-rank matrix factorization: a general framework
W Tu, P Liu, J Zhao, Y Liu, L Kong, G Li, B Jiang, G Tian, H Yao
2019 IEEE international conference on data mining (ICDM), 568-577, 2019
62019
Efficient robust doubly adaptive regularized regression with applications
RJ Karunamuni, L Kong, W Tu
Statistical methods in medical research 28 (7), 2210-2226, 2019
62019
Ensemble-based Ultrahigh-dimensional Variable Screening.
W Tu, D Yang, L Kong, M Che, Q Shi, G Li, G Tian
IJCAI, 3613-3619, 2019
52019
Nonlocal spatial clustering in automated brain hematoma and edema segmentation
W Tu, L Kong, R Karunamuni, K Butcher, L Zheng, R McCourt
Applied Stochastic Models in Business and Industry 35 (2), 321-329, 2019
42019
Estimation for partial functional partially linear additive model
Q Tang, W Tu, L Kong
Computational Statistics & Data Analysis 177, 107584, 2023
32023
Nonsmooth low-rank matrix recovery: methodology, theory and algorithm
W Tu, P Liu, Y Liu, G Li, B Jiang, L Kong, H Yao, S Jui
Proceedings of the Future Technologies Conference (FTC) 2021, Volume 1, 848-862, 2022
22022
Functional Linear Partial Quantile Regression with Guaranteed Convergence for Neuroimaging Data Analysis
D Yu, M Pietrosanu, I Mizera, B Jiang, L Kong, W Tu
Statistics in Biosciences, 1-17, 2024
12024
High-dimensional outlier detection and variable selection via adaptive weighted mean regression
J Li, L Kong, B Jiang, W Tu
arXiv preprint arXiv:2306.13850, 2023
12023
Low-rank plus sparse decomposition of fMRI data with application to Alzheimer's disease
W Tu, F Fu, L Kong, B Jiang, D Cobzas, C Huang
Frontiers in Neuroscience 16, 826316, 2022
12022
An Alternative Approach to Functional Linear Partial Quantile Regression
D Yu, M Pietrosanu, I Mizera, B Jiang, L Kong, W Tu
arXiv preprint arXiv:1709.02069, 2017
12017
S1 Additional Numerical Results
H Xie, M Pietrosanu, Y Liu, W Tu, B Jiang, L Kong
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Articles 1–19