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Deep neural networks for interpreting RNA-binding protein target preferences

Deep learning has become a powerful paradigm to analyze the binding sites of regulatory factors including RNA-binding proteins (RBPs), owing to its strength to learn complex features from possibly multiple sources of raw data. However, the interpretability of these models, which is crucial to improv...

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Dades bibliogràfiques
Publicat a:Genome Res
Autors principals: Ghanbari, Mahsa, Ohler, Uwe
Format: Artigo
Idioma:Inglês
Publicat: Cold Spring Harbor Laboratory Press 2020
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC7050519/
https://ncbi.nlm.nih.gov/pubmed/31992613
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1101/gr.247494.118
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