# -------------------------------------------- # CITATION file created with {cffr} R package # See also: https://docs.ropensci.org/cffr/ # -------------------------------------------- cff-version: 1.2.0 message: 'To cite package "TargetScore" in publications use:' type: software license: GPL-2.0-only title: 'TargetScore: TargetScore: Infer microRNA targets using microRNA-overexpression data and sequence information' version: 1.43.0 doi: 10.1093/bioinformatics/btt599 abstract: Infer the posterior distributions of microRNA targets by probabilistically modelling the likelihood microRNA-overexpression fold-changes and sequence-based scores. Variaitonal Bayesian Gaussian mixture model (VB-GMM) is applied to log fold-changes and sequence scores to obtain the posteriors of latent variable being the miRNA targets. The final targetScore is computed as the sigmoid-transformed fold-change weighted by the averaged posteriors of target components over all of the features. authors: - family-names: Li given-names: Yue email: yueli@cs.toronto.edu preferred-citation: type: article title: A probabilistic approach to explore human microRNA targetome using microRNA-overexpression data and sequence information authors: - family-names: Li given-names: Yue email: yueli@cs.toronto.edu - family-names: Goldenberg given-names: Anna - family-names: Wong given-names: Ka-Chun - family-names: Zhang given-names: Zhaolei year: '2014' journal: Bioinformatics volume: '30' issue: '5' doi: 10.1093/bioinformatics/btt599 start: '621' end: '628' repository: https://bioc.r-universe.dev url: http://www.cs.utoronto.ca/~yueli/software.html contact: - family-names: Li given-names: Yue email: yueli@cs.toronto.edu