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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.

State Hospitals Medicine & Life Sciences
Psychiatric Hospitals Medicine & Life Sciences
Dimension-reduction Subspaces Mathematics
Sepsis Medicine & Life Sciences
learning Agriculture & Biology
Learning Medicine & Life Sciences
Monte Carlo Test Mathematics
Right-censored Data 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.

Research output: Contribution to journalArticle

Bagging
learning
Learning
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

GradientScanSurv—An exhaustive association test method for gene expression data with censored survival outcome

Yi, M., Zhu, R. & Stephens, R. M., Dec 1 2018, In : PLoS One. 13, 12, e0207590.

Research output: Contribution to journalArticle

Gene expression
Gene Expression
gene expression
Medicine
Survival Analysis

Multivariate computational analysis of biosensor's data for improved CD64 quantification for sepsis diagnosis

Hassan, U., Zhu, R. & Bashir, R., Jan 1 2018, In : Lab on a Chip. 18, 8, p. 1231-1240 10 p.

Research output: Contribution to journalArticle

Biosensing Techniques
Biosensors
Sepsis
Multivariate Analysis
Systemic Inflammatory Response Syndrome

Combining Biomarkers with EMR Data to Identify Patients in Different Phases of Sepsis

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 othersAnwaruddin, S., Davis, B., Kumar, J., White, K., Bashir, R. & Zhu, R., Dec 1 2017, In : Scientific Reports. 7, 1, 10800.

Research output: Contribution to journalArticle

Electronic Health Records
Sepsis
Biomarkers
Area Under Curve
Interleukin 1 Receptor Antagonist Protein