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Identification of natural selection in genomic data with deep convolutional neural network

BACKGROUND: With the increase in the size of genomic datasets describing variability in populations, extracting relevant information becomes increasingly useful as well as complex. Recently, computational methodologies such as Supervised Machine Learning and specifically Convolutional Neural Network...

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Detalles Bibliográficos
Autores principales: Nguembang Fadja, Arnaud, Riguzzi, Fabrizio, Bertorelle, Giorgio, Trucchi, Emiliano
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8642854/
https://www.ncbi.nlm.nih.gov/pubmed/34863217
http://dx.doi.org/10.1186/s13040-021-00280-9

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