Shuangge Ma

Best Publications

• Regularized gene selection in cancer microarray meta-analysis.

  Shuangge Ma;Jian Huang

  812
  Citations

• Adaptive Lasso for sparse high-dimensional regression models

  Jian Huang;Shuangge Ma;Cun Hui Zhang

  706
  Citations

• Detection of gene pathways with predictive power for breast cancer prognosis

  Shuangge Ma;Michael R Kosorok

  662
  Citations

• Supervised group Lasso with applications to microarray data analysis

  Shuangge Ma;Xiao Song;Jian Huang

  295
  Citations

• Relative Risk Regression in Medical Research: Models, Contrasts, Estimators, and Algorithms

  Thomas Lumley;Richard Kronmal;Shuangge Ma

  288
  Citations

• Regularized ROC method for disease classification and biomarker selection with microarray data

  Shuangge Ma;Jian Huang

  229
  Citations

• A Selective Review of Multi-Level Omics Data Integration Using Variable Selection.

  Cen Wu;Fei Zhou;Jie Ren;Xiaoxi Li

  222
  Citations

• Regularized estimation in the accelerated failure time model with high-dimensional covariates.

  Jian Huang;Shuangge Ma;Huiliang Xie

  210
  Citations

• Variable selection in the accelerated failure time model via the bridge method.

  Jian Huang;Shuangge Ma

  114
  Citations

• A selective review of robust variable selection with applications in bioinformatics

  Cen Wu;Shuangge Ma

  110
  Citations

• Combining multiple markers for classification using ROC.

  Shuangge Ma;Jian Huang

  109
  Citations

• Thyroid-Stimulating Hormone, Thyroid Hormones, and Risk of Papillary Thyroid Cancer: A Nested Case-Control Study.

  Huang Huang;Jennifer Rusiecki;Nan Zhao;Yingtai Chen;Yingtai Chen

  107
  Citations

• Identification of differential gene pathways with principal component analysis

  Shuangge Ma;Michael R. Kosorok

  97
  Citations

• Diagnostic radiography exposure increases the risk for thyroid microcarcinoma: a population-based case-control study

  Yawei Zhang;Yingtai Chen;Huang Huang;Jason Sandler

  89
  Citations

• Association of Radiotherapy Boost for Ductal Carcinoma In Situ With Local Control After Whole-Breast Radiotherapy

  Meena S. Moran;Yinjun Zhao;Shuangge Ma;Youlia Kirova

  82
  Citations

• Penalized log-likelihood estimation for partly linear transformation models with current status data

  Shuangge Ma;Michael R. Kosorok

  78
  Citations

• Additive Risk Models for Survival Data with High‐Dimensional Covariates

  Shuangge Ma;Michael R. Kosorok;Jason P. Fine

  77
  Citations

• Semiparametric Regression Pursuit.

  Jian Huang;Fengrong Wei;Shuangge Ma

  73
  Citations

• Asymptotic properties of bridge estimators in sparse high-dimensional regression models

  Jian Huang;Joel L. Horowitz;Shuangge Ma

  64
  Citations

• Risk Factors of Non-Hodgkin Lymphoma.

  Yawei Zhang;Ying Dai;Tongzhang Zheng;Shuangge Ma

  59
  Citations