18 citations · 32 across the 9 of their papers we have counts for
5 papers · 1 filter
Robust Differential Abundance Test in Compositional Data
Shulei Wang
Differential abundance tests in compositional data are essential and fundamental tasks in various biomedical applications, such as single-cell, bulk RNA-seq, and microbiome data an…
Treatment Effects Estimation by Uniform Transformer
Ruoqi Yu, Shulei Wang
In observational studies, balancing covariates in different treatment groups is essential to estimate treatment effects. One of the most commonly used methods for such purposes is…
Spatially Adaptive Colocalization Analysis in Dual-Color Fluorescence Microscopy
Shulei Wang, Ellen T. Arena, Jordan T. Becker +4
Colocalization analysis aims to study complex spatial associations between bio-molecules via optical imaging techniques. However, existing colocalization analysis workflows only as…
Automated and Robust Quantification of Colocalization in Dual-Color Fluorescence Microscopy: A Nonparametric Statistical Approach
Shulei Wang, Ellen T. Arena, Kevin W. Eliceiri +1
Colocalization is a powerful tool to study the interactions between fluorescently labeled molecules in biological fluorescence microscopy. However, existing techniques for colocali…
Combined Hypothesis Testing on Graphs with Applications to Gene Set Enrichment Analysis
Shulei Wang, Ming Yuan
Motivated by gene set enrichment analysis, we investigate the problem of combined hypothesis testing on a graph. We introduce a general framework to effectively use the structural…