Prediction of novel precursor miRNAs using a context-sensitive hidden Markov model (CSHMM)

Abstract

The results suggest that the CSHMM is likely to be a useful tool for miRNA discovery either for analysis of individual sequences or for genome scan. Our pipeline, consisting of a CSHMM and filters to reduce false positives shows promise as an approach for ab initio identification of novel miRNAs.