Herbert Pang

Orcid: 0000-0002-7896-6716

According to our database1, Herbert Pang authored at least 10 papers between 2006 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2023
CPAE: Contrastive predictive autoencoder for unsupervised pre-training in health status prediction.
Comput. Methods Programs Biomed., June, 2023

2020
Pathway-Based Single-Cell RNA-Seq Classification, Clustering, and Construction of Gene-Gene Interactions Networks Using Random Forests.
IEEE J. Biomed. Health Informatics, 2020

Radiomics analysis using stability selection supervised component analysis for right-censored survival data.
Comput. Biol. Medicine, 2020

2017
A comparison of graph- and kernel-based -omics data integration algorithms for classifying complex traits.
BMC Bioinform., 2017

2016
Shrinkage-based diagonal Hotelling's tests for high-dimensional small sample size data.
J. Multivar. Anal., 2016

2015
A leave-one-out cross-validation SAS macro for the identification of markers associated with survival.
Comput. Biol. Medicine, 2015

2012
Gene Selection Using Iterative Feature Elimination Random Forests for Survival Outcomes.
IEEE ACM Trans. Comput. Biol. Bioinform., 2012

2010
Pathway analysis using random forests with bivariate node-split for survival outcomes.
Bioinform., 2010

2008
Building pathway clusters from Random Forests classification using class votes.
BMC Bioinform., 2008

2006
Pathway analysis using random forests classification and regression.
Bioinform., 2006


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