Gene prediction using the Self-Organizing Map: automatic generation of multiple gene models

@article{Mahony2003GenePU,
  title={Gene prediction using the Self-Organizing Map: automatic generation of multiple gene models},
  author={Shaun Mahony and James O. McInerney and Terry J. Smith and Aaron Golden},
  journal={BMC Bioinformatics},
  year={2003},
  volume={5},
  pages={23 - 23}
}
Many current gene prediction methods use only one model to represent protein-coding regions in a genome, and so are less likely to predict the location of genes that have an atypical sequence composition. It is likely that future improvements in gene finding will involve the development of methods that can adequately deal with intra-genomic compositional variation. This work explores a new approach to gene-prediction, based on the Self-Organizing Map, which has the ability to automatically… CONTINUE READING
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