%0 Journal Article %T MatureBayes: A Probabilistic Algorithm for Identifying the Mature miRNA within Novel Precursors %A Katerina Gkirtzou %A Ioannis Tsamardinos %A Panagiotis Tsakalides %A Panayiota Poirazi %J PLOS ONE %D 2012 %I Public Library of Science (PLoS) %R 10.1371/journal.pone.0011843 %X MicroRNAs (miRNAs) are small, single stranded RNAs with a key role in post-transcriptional regulation of thousands of genes across numerous species. While several computational methods are currently available for identifying miRNA genes, accurate prediction of the mature miRNA remains a challenge. Existing approaches fall short in predicting the location of mature miRNAs but also in finding the functional strand(s) of miRNA precursors. %U http://www.plosone.org/article/info%3Adoi%2F10.1371%2Fjournal.pone.0011843