50 citations · 69 across the 8 of their papers we have counts for
4 papers · 1 filter
Module-structured mixture factor models for molecular subtype discovery in transcriptomic data
Jinran Wu, Geoffrey J. McLachlan, Saumyadipta Pyne
High-throughput gene expression data exhibit high dimensionality, complex intergene dependence, and pronounced biological heterogeneity across samples, presenting major challenges…
Clustering patterns connecting COVID-19 dynamics and Human mobility using optimal transport
Frank Nielsen, Gautier Marti, Sumanta Ray +1
Social distancing and stay-at-home are among the few measures that are known to be effective in checking the spread of a pandemic such as COVID-19 in a given population. The patter…
Estimation of Residential Radon Concentration in Pennsylvania Counties by Data Fusion
Xuze Zhang, Saumyadipta Pyne, Benjamin Kedem
A data fusion method for the estimation of residential radon level distribution in any Pennsylvania county is proposed. The method is based on a multi-sample density ratio model wi…
Bayesian meta-analysis for identifying periodically expressed genes in fission yeast cell cycle
Xiaodan Fan, Saumyadipta Pyne, Jun S. Liu
The effort to identify genes with periodic expression during the cell cycle from genome-wide microarray time series data has been ongoing for a decade. However, the lack of rigorou…