Continuous Distributed Representation of Biological Sequences for Deep Proteomics and Genomics

We introduce a new representation and feature extraction method for biological sequences. Named bio-vectors (BioVec) to refer to biological sequences in general with protein-vectors (ProtVec) for proteins (amino-acid sequences) and gene-vectors (GeneVec) for gene sequences, this representation can b...

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Detalles Bibliográficos
Autores principales: Asgari, Ehsaneddin, Mofrad, Mohammad R. K.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4640716/
https://www.ncbi.nlm.nih.gov/pubmed/26555596
http://dx.doi.org/10.1371/journal.pone.0141287

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4640716/
https://www.ncbi.nlm.nih.gov/pubmed/26555596
http://dx.doi.org/10.1371/journal.pone.0141287

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