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Nina Zhou
Nina Zhou
Data Scientist at EA, Ph.D. in Biostatistics at University of Michigan
Verified email at umich.edu
Title
Cited by
Cited by
Year
Tocilizumab for treatment of mechanically ventilated patients with COVID-19
EC Somers, GA Eschenauer, JP Troost, JL Golob, TN Gandhi, L Wang, ...
medRxiv, 2020
5132020
Acute blood pressure and cardiovascular effects of near-roadway exposures with and without N95 respirators
M Morishita, L Wang, K Speth, N Zhou, RL Bard, F Li, JR Brook, ...
American journal of hypertension 32 (11), 1054-1065, 2019
312019
Predictive big data analytics using the UK biobank data
Y Zhou, L Zhao, N Zhou, Y Zhao, S Marino, T Wang, H Sun, AW Toga, ...
Scientific reports 9 (1), 6012, 2019
282019
A blood-based nutritional risk index explains cognitive enhancement and decline in the multidomain Alzheimer prevention trial
GL Bowman, HH Dodge, S Guyonnet, N Zhou, J Donohue, A Bichsel, ...
Alzheimer's & Dementia: Translational Research & Clinical Interventions 5 …, 2019
252019
Pre-injury activity predicts outcomes following distal radius fractures in patients age 60 and older
RC Hooper, N Zhou, L Wang, MJ Shauver, KC Chung, WRIST Group
PLoS one 15 (5), e0232684, 2020
132020
HDDA: DataSifter: statistical obfuscation of electronic health records and other sensitive datasets
S Marino, N Zhou, Y Zhao, L Wang, Q Wu, ID Dinov
Journal of statistical computation and simulation 89 (2), 249-271, 2019
132019
Compressive Big Data Analytics: An ensemble meta-algorithm for high-dimensional multisource datasets
S Marino, Y Zhao, N Zhou, Y Zhou, AW Toga, L Zhao, Y Jian, Y Yang, ...
Plos one 15 (8), e0228520, 2020
112020
Controlled feature selection and compressive big data analytics: Applications to biomedical and health studies
S Marino, J Xu, Y Zhao, N Zhou, Y Zhou, ID Dinov
PLoS One 13 (8), e0202674, 2018
112018
An analysis of the impact of timing and technique on outcomes after surgery for distal radius fractures: the wrist and radius injury surgical trial collaborative study
RC Hooper, N Zhou, L Wang, MJ Shauver, KC Chung
Plastic and reconstructive surgery 148 (5), 1053-1062, 2021
92021
Does including machine learning predictions in ALS clinical trial analysis improve statistical power?
N Zhou, P Manser
Annals of Clinical and Translational Neurology 7 (10), 1756-1765, 2020
92020
Reduced fine particulate matter air pollution exposures using in-home portable air cleaners: pilot results of the Cardiac Rehabilitation Air Filter Trial (CRAFT)
RL Bard, M Rubenfire, S Fink, J Bryant, L Wang, K Speth, N Zhou, ...
Journal of Cardiopulmonary Rehabilitation and Prevention 40 (4), 276-279, 2020
92020
Tocilizumab for treatment of mechanically ventilated patients with COVID-19. medRxiv 2020
EC Somers, GA Eschenauer, JP Troost, JL Golob, TN Gandhi, L Wang, ...
CrossRef][PubMed], 0
7
AI Coach for Battle Royale Games
N Zhou, M Doerner, L Ryan, C Pierse
Extended Abstracts of the 2021 Annual Symposium on Computer-Human …, 2021
32021
Automated coaching for online gaming
N Zhou, LR Ryan, CA Pierse
US Patent 11,351,464, 2022
22022
Optimal dynamic treatment regime estimation using information extraction from unstructured clinical text
N Zhou, RD Brook, ID Dinov, L Wang
Biometrical Journal 64 (4), 805-817, 2022
22022
Estimating tree‐based dynamic treatment regimes using observational data with restricted treatment sequences
N Zhou, L Wang, D Almirall
Biometrics 79 (3), 2260-2271, 2023
12023
DataSifterText: Partially Synthetic Text Generation for Sensitive Clinical Notes
N Zhou, Q Wu, Z Wu, S Marino, ID Dinov
Journal of medical systems 46 (12), 96, 2022
12022
Automated coaching for online gaming
N Zhou, LR Ryan, CA Pierse
US Patent App. 17/805,284, 2022
12022
DataSifter II: Partially synthetic data sharing of sensitive information containing time-varying correlated observations
N Zhou, L Wang, S Marino, Y Zhao, ID Dinov
Journal of algorithms & computational technology 16, 17483026211065379, 2022
12022
Synthetic Data Sharing and Estimation of Viable Dynamic Treatment Regimes with Observational Data
N Zhou
2020
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Articles 1–20