Herbert Pang

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 6

Top Topics

Gene Gene Interactions

Small Sample Size

Top Venues

Comput. Biol. Medicine

IEEE J. Biomed. Health Informatics

Comput. Methods Programs Biomed.

Publications

Shuying Zhu, Weizhong Zheng, Herbert Pang
CPAE: Contrastive predictive autoencoder for unsupervised pre-training in health status prediction. Comput. Methods Programs Biomed. 234 (2023)
Hailun Wang, Pak Sham, Tiejun Tong, Herbert Pang
Pathway-Based Single-Cell RNA-Seq Classification, Clustering, and Construction of Gene-Gene Interactions Networks Using Random Forests. IEEE J. Biomed. Health Informatics 24 (6) (2020)
Kang K. Yan, Xiaofei Wang, Wendy W. T. Lam, Varut Vardhanabhuti, Anne W. M. Lee, Herbert Pang
Radiomics analysis using stability selection supervised component analysis for right-censored survival data. Comput. Biol. Medicine 124 (2020)
Kang K. Yan, Hongyu Zhao, Herbert Pang
A comparison of graph- and kernel-based -omics data integration algorithms for classifying complex traits. BMC Bioinform. 18 (1) (2017)
Kai Dong, Herbert Pang, Tiejun Tong, Marc G. Genton
Shrinkage-based diagonal Hotelling's tests for high-dimensional small sample size data. J. Multivar. Anal. 143 (2016)
Christel Rushing, Anuradha Bulusu, Herbert I. Hurwitz, Andrew B. Nixon, Herbert Pang
A leave-one-out cross-validation SAS macro for the identification of markers associated with survival. Comput. Biol. Medicine 57 (2015)
Herbert Pang, Stephen L. George, Ken Hui, Tiejun Tong
Gene Selection Using Iterative Feature Elimination Random Forests for Survival Outcomes. IEEE ACM Trans. Comput. Biol. Bioinform. 9 (5) (2012)
Herbert Pang, Debayan Datta, Hongyu Zhao
Pathway analysis using random forests with bivariate node-split for survival outcomes. Bioinform. 26 (2) (2010)
Herbert Pang, Hongyu Zhao
Building pathway clusters from Random Forests classification using class votes. BMC Bioinform. 9 (2008)
Herbert Pang, Aiping Lin, Matthew Holford, Bradley E. Enerson, Bin Lu, Michael P. Lawton, Eugenia Floyd, Hongyu Zhao
Pathway analysis using random forests classification and regression. Bioinform. 22 (16) (2006)