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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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Detalles Bibliográficos
Autores principales: Pérez-Enciso, Miguel, Zingaretti, Laura M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6678200/
https://www.ncbi.nlm.nih.gov/pubmed/31330861
http://dx.doi.org/10.3390/genes10070553