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Personal profile

Education/Academic qualification

Biostatistics, UNC at Chapel Hill

Aug 19 2008May 2 2013

Fingerprint Fingerprint is based on mining the text of the expert's scholarly documents to create an index of weighted terms, which defines the key subjects of each individual researcher.

Sepsis Medicine & Life Sciences
State Hospitals Medicine & Life Sciences
Psychiatric Hospitals Medicine & Life Sciences
Biomarkers Medicine & Life Sciences
Dimension-reduction Subspaces Mathematics
Multivariate Regression Mathematics
Learning Medicine & Life Sciences
Monte Carlo Test Mathematics

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Research Output 2008 2019

Bagging and deep learning in optimal individualized treatment rules

Mi, X., Zou, F. & Zhu, R., Jan 1 2019, In : Biometrics. 75, 2, p. 674-684 11 p.

Research output: Contribution to journalArticle

Decision Rules
neural networks

Counting process-based dimension reduction methods for censored outcomes

Sun, Q., Zhu, R., Wang, T. & Zeng, D., Mar 1 2019, In : Biometrika. 106, 1, p. 181-186 6 p.

Research output: Contribution to journalArticle

Dimension-reduction Subspaces
Counting Process
Dimension Reduction
Reduction Method
Censored Survival Data

Differential effects of influenza virus NA, HA head, and HA stalk antibodies on peripheral blood leukocyte gene expression during human infection

Walters, K. A., Zhu, R., Welge, M., Scherler, K., Park, J. K., Rahil, Z., Wang, H., Auvil, L., Bushell, C., Lee, M. Y., Baxter, D., Bristol, T., Rosas, L. A., Cervantes-Medina, A., Czajkowski, L., Han, A., Memoli, M. J., Taubenberger, J. K. & Kash, J. C., May 1 2019, In : mBio. 10, 3, e00760-19.

Research output: Contribution to journalArticle

Open Access
Virus Shedding

Nonparametric variable selection and its application to additive models

Feng, Z., Lin, L., Zhu, R. & Zhu, L., Jan 1 2019, In : Annals of the Institute of Statistical Mathematics.

Research output: Contribution to journalArticle

Additive Models
Variable Selection
Nonparametric Model
Two-stage Procedure

Publisher Correction: Combining Biomarkers with EMR Data to Identify Patients in Different Phases of Sepsis (Scientific Reports, (2017), 7, 1, (10800), 10.1038/s41598-017-09766-1)

Taneja, I., Reddy, B., Damhorst, G., Zhao, S. D., Hassan, U., Price, Z., Jensen, T., Ghonge, T., Patel, M., Wachspress, S., Winter, J., Rappleye, M., Smith, G., Healey, R., Ajmal, M., Khan, M., Patel, J., Rawal, H., Sarwar, R., Soni, S. & 6 others, Anwaruddin, S., Davis, B., Kumar, J., White, K., Bashir, R. & Zhu, R., Dec 1 2019, In : Scientific reports. 9, 1, 17419.

Research output: Contribution to journalComment/debate

Open Access