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Predicting the effect of variants on splicing using Convolutional Neural Networks

Mutations that cause an error in the splicing of a messenger RNA (mRNA) can lead to diseases in humans. Various computational models have been developed to recognize the sequence pattern of the splice sites. In recent studies, Convolutional Neural Network (CNN) architectures were shown to outperform...

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Detalles Bibliográficos
Autores principales: Thanapattheerakul, Thanyathorn, Engchuan, Worrawat, Chan, Jonathan H.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7346860/
https://www.ncbi.nlm.nih.gov/pubmed/32704450
http://dx.doi.org/10.7717/peerj.9470