Cargando…
DeepNano: Deep recurrent neural networks for base calling in MinION nanopore reads
The MinION device by Oxford Nanopore produces very long reads (reads over 100 kBp were reported); however it suffers from high sequencing error rate. We present an open-source DNA base caller based on deep recurrent neural networks and show that the accuracy of base calling is much dependent on the...
| Autores principales: | , , |
|---|---|
| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Public Library of Science
2017
|
| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5459436/ https://www.ncbi.nlm.nih.gov/pubmed/28582401 http://dx.doi.org/10.1371/journal.pone.0178751 |