20 citations · 33 across the 8 of their papers we have counts for
3 papers · 1 filter
Identifying down and up-regulated chromosome regions using RNA-Seq data
Vinícius D. Mayrink, Flávio B. Gonçalves
The number of studies dealing with RNA-Seq data analysis has experienced a fast increase in the past years making this type of gene expression a strong competitor to the DNA microa…
A Bayesian hidden Markov mixture model to detect overexpressed chromosome regions
Vinícius Diniz Mayrink, Flávio Bambirra Gonçalves
In this study, we propose a hidden Markov mixture model for the analysis of gene expression measurements mapped to chromosome locations. These expression values represent preproces…
Sparse latent factor models with interactions: Analysis of gene expression data
Vinicius Diniz Mayrink, Joseph Edward Lucas
Sparse latent multi-factor models have been used in many exploratory and predictive problems with high-dimensional multivariate observations. Because of concerns with identifiabili…