Bayesian network‐response regression
Sign Up to like & getrecommendations! Published in 2017 at "Bioinformatics"
DOI: 10.1093/bioinformatics/btx050
Abstract: Motivation: There is increasing interest in learning how human brain networks vary as a function of a continuous trait, but flexible and efficient procedures to accomplish this goal are limited. We develop a Bayesian semiparametric… read more here.
Keywords: network; bayesian network; response regression; brain ... See more keywords
INfORM: Inference of NetwOrk Response Modules
Sign Up to like & getrecommendations! Published in 2018 at "Bioinformatics"
DOI: 10.1093/bioinformatics/bty063
Abstract: Summary: Detecting and interpreting responsive modules from gene expression data by using network‐based approaches is a common but laborious task. It often requires the application of several computational methods implemented in different software packages, forcing… read more here.
Keywords: network; response modules; inference network; inform inference ... See more keywords
Elevated temperatures do not trigger a conserved metabolic network response among thermotolerant yeasts
Sign Up to like & getrecommendations! Published in 2019 at "BMC Microbiology"
DOI: 10.1186/s12866-019-1453-3
Abstract: BackgroundThermotolerance is a highly desirable trait of microbial cell factories and has been the focus of extensive research. Yeast usually tolerate only a narrow temperature range and just two species, Kluyveromyces marxianus and Ogataea polymorpha… read more here.
Keywords: temperatures trigger; network response; elevated temperatures; metabolic network ... See more keywords