Identification of Robust Pathway Markers for Cancer through Rank‐Based Pathway Activity Inference

N Khunlertgit, BJ Yoon - Advances in bioinformatics, 2013 - Wiley Online Library
One important problem in translational genomics is the identification of reliable and
reproducible markers that can be used to discriminate between different classes of a …

Pathway-level disease data mining through hyper-box principles

L Yang, C Ainali, A Kittas, FO Nestle… - Mathematical …, 2015 - Elsevier
In microarray data analysis, traditional methods that focus on single genes are increasingly
replaced by methods that analyse functional units corresponding to biochemical pathways …

Improvement of Reproducibility in Cancer Classification Based on Pathway Markers and Subnetwork Markers

N Khunlertgit - 2016 - oaktrust.library.tamu.edu
Identification of robust biomarkers for cancer prognosis based on gene expression data is
an important research problem in translational genomics. The high-dimensional and small …