Spliceator: multi-species splice site prediction using convolutional neural networks

Spliceator: multi-species splice site prediction using convolutional neural networks

Abstract Background Ab initio prediction of splice sites is an essential step in eukaryotic genome annotation. Recent predictors have exploited Deep Learning algorithms and reliable gene structures from model organisms. However, Deep Learning methods for non-model organisms are lacking. Results We d...

Descripción completa

Guardado en:
Detalles Bibliográficos
Autores principales: Nicolas Scalzitti, Arnaud Kress, Romain Orhand, Thomas Weber, Luc Moulinier, Anne Jeannin-Girardon, Pierre Collet, Olivier Poch, Julie D. Thompson
Formato: article
Lenguaje:EN
Publicado: BMC 2021
Materias:
Splice site prediction
Genome annotation
Data quality
Deep learning
Convolutional neural network
Computer applications to medicine. Medical informatics
R858-859.7
Biology (General)
QH301-705.5
Acceso en línea:https://doaj.org/article/dae123c3bbd74e8ba53ff17599644662
Etiquetas: Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!

Internet

https://doaj.org/article/dae123c3bbd74e8ba53ff17599644662

Ejemplares similares