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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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Detaylı Bibliyografya
Yayımlandı:Genes (Basel)
Asıl Yazarlar: Pérez-Enciso, Miguel, Zingaretti, Laura M.
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: MDPI 2019
Konular:
Online Erişim: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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