Machine learning gene expression predicting model for ustekinumab response in patients with Crohn's disease
Sign Up to like & getrecommendations! Published in 2021 at "Immunity"
DOI: 10.1002/iid3.506
Abstract: Recent studies reported the responses of ustekinumab (UST) for the treatment of Crohn's disease (CD) differ among patients, while the cause was unrevealed. The study aimed to develop a prediction model based on the gene… read more here.
Keywords: machine learning; response; model; learning gene ... See more keywords
Globally learning gene regulatory networks based on hidden atomic regulators from transcriptomic big data
Sign Up to like & getrecommendations! Published in 2020 at "BMC Genomics"
DOI: 10.1186/s12864-020-07079-8
Abstract: Background Genes are regulated by various types of regulators and most of them are still unknown or unobserved. Current gene regulatory networks (GRNs) reverse engineering methods often neglect the unknown regulators and infer regulatory relationships… read more here.
Keywords: gene regulatory; globally learning; learning gene; regulatory networks ... See more keywords