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DEEPred: Automated Protein Function Prediction with Multi-task Feed-forward Deep Neural Networks

Automated protein function prediction is critical for the annotation of uncharacterized protein sequences, where accurate prediction methods are still required. Recently, deep learning based methods have outperformed conventional algorithms in computer vision and natural language processing due to t...

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Podrobná bibliografie
Vydáno v:Sci Rep
Hlavní autoři: Sureyya Rifaioglu, Ahmet, Doğan, Tunca, Jesus Martin, Maria, Cetin-Atalay, Rengul, Atalay, Volkan
Médium: Artigo
Jazyk:Inglês
Vydáno: Nature Publishing Group UK 2019
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6517386/
https://ncbi.nlm.nih.gov/pubmed/31089211
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-019-43708-3
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