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Context dependent prediction in DNA sequence using neural networks

One way to better understand the structure in DNA is by learning to predict the sequence. Here, we trained a model to predict the missing base at any given position, given its left and right flanking contexts. Our best-performing model was a neural network that obtained an accuracy close to 54% on t...

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Detalles Bibliográficos
Autores principales: Grønbæk, Christian, Liang, Yuhu, Elliott, Desmond, Krogh, Anders
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9504454/
https://www.ncbi.nlm.nih.gov/pubmed/36157058
http://dx.doi.org/10.7717/peerj.13666

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