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DeepGOZero: improving protein function prediction from sequence and zero-shot learning based on ontology axioms
MOTIVATION: Protein functions are often described using the Gene Ontology (GO) which is an ontology consisting of over 50 000 classes and a large set of formal axioms. Predicting the functions of proteins is one of the key challenges in computational biology and a variety of machine learning methods...
| Autores principales: | , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
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Oxford University Press
2022
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9235501/ https://www.ncbi.nlm.nih.gov/pubmed/35758802 http://dx.doi.org/10.1093/bioinformatics/btac256 |