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Structure-based protein function prediction using graph convolutional networks
The rapid increase in the number of proteins in sequence databases and the diversity of their functions challenge computational approaches for automated function prediction. Here, we introduce DeepFRI, a Graph Convolutional Network for predicting protein functions by leveraging sequence features ext...
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| Опубликовано в: : | Nat Commun |
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| Главные авторы: | , , , , , , , , , , , , , |
| Формат: | Artigo |
| Язык: | Inglês |
| Опубликовано: |
Nature Publishing Group UK
2021
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| Предметы: | |
| Online-ссылка: | https://ncbi.nlm.nih.gov/pmc/articles/PMC8155034/ https://ncbi.nlm.nih.gov/pubmed/34039967 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41467-021-23303-9 |
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