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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Bibliographic Details
Main Authors: Miguel Pérez-Enciso, Laura M. Zingaretti
Format: Article
Language:English
Published: MDPI AG 2019-07-01
Series:Genes
Subjects:
Online Access:https://www.mdpi.com/2073-4425/10/7/553