Hao Zhang

  • 2042 Citations
  • 22 h-Index
20022019
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  • 3 Similar Profiles
Variable Selection Mathematics
Penalty Mathematics
Support Vector Machine Mathematics
Estimator Mathematics
Smoothing Splines Mathematics
Model Selection Mathematics
Predictors Mathematics
Regression Mathematics

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Research Output 2002 2019

  • 2042 Citations
  • 22 h-Index
  • 69 Article
  • 1 Chapter
  • 1 Conference contribution

Evaluating single-subject study methods for personal transcriptomic interpretations to advance precision medicine

Rachid Zaim, S., Kenost, C., Berghout, J., Vitali, F., Zhang, H. & Lussier, Y. A., Jul 11 2019, In : BMC Medical Genomics. 12, 96.

Research output: Contribution to journalArticle

Open Access
Precision Medicine
Genes
Yeasts
Transcriptome
Gene Expression Profiling

Evaluation of Machine-Learning Algorithms for Predicting Opioid Overdose Risk Among Medicare Beneficiaries With Opioid Prescriptions

Lo-Ciganic, W. H., Huang, J. L., Zhang, H., Weiss, J. C., Wu, Y., Kwoh, C. K., Donohue, J. M., Cochran, G., Gordon, A. J., Malone, D. C., Kuza, C. C. & Gellad, W. F., Mar 1 2019, In : JAMA network open. 2, 3, p. e190968

Research output: Contribution to journalArticle

Medicare
Opioid Analgesics
Prescriptions
Sensitivity and Specificity
Machine Learning

Multiclass Probability Estimation With Support Vector Machines

Wang, X., Zhang, H. & Wu, Y., Jan 1 2019, In : Journal of Computational and Graphical Statistics.

Research output: Contribution to journalArticle

Multi-class
Support Vector Machine
Estimator
Uncertainty Measure
Multi-class Classification
1 Citation (Scopus)

Robust regression for optimal individualized treatment rules

Xiao, W., Zhang, H. & Lu, W., Jan 1 2019, In : Statistics in Medicine.

Research output: Contribution to journalArticle

Robust Regression
Estimator
Conditional Quantiles
Therapeutics
Misspecification
1 Citation (Scopus)

Discussion on "Doubly sparsity kernel learning with automatic variable selection and data extraction"

Zhang, H., Jan 1 2018, In : Statistics and its Interface. 11, 3, p. 425-428 4 p.

Research output: Contribution to journalArticle

Kernel Methods
Variable Selection
Sparsity
Learning systems
Feature extraction