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A Guide on Deep Learning for Complex Trait Genomic Prediction

Deep learning (DL) has emerged as a powerful tool to make accurate predictions from complex data such as image, text, or video. However, its ability to predict phenotypic values from molecular data is less well studied. Here, we describe the theoretical foundations of DL and provide a generic code t...

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Detalhes bibliográficos
Publicado no:Genes (Basel)
Main Authors: Pérez-Enciso, Miguel, Zingaretti, Laura M.
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6678200/
https://ncbi.nlm.nih.gov/pubmed/31330861
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/genes10070553
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