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UDSMProt: universal deep sequence models for protein classification

MOTIVATION: Inferring the properties of a protein from its amino acid sequence is one of the key problems in bioinformatics. Most state-of-the-art approaches for protein classification are tailored to single classification tasks and rely on handcrafted features, such as position-specific-scoring mat...

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Detalles Bibliográficos
Autores principales: Strodthoff, Nils, Wagner, Patrick, Wenzel, Markus, Samek, Wojciech
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7178389/
https://www.ncbi.nlm.nih.gov/pubmed/31913448
http://dx.doi.org/10.1093/bioinformatics/btaa003