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ADAPTIVE: leArning DAta-dePendenT, concIse molecular VEctors for fast, accurate metabolite identification from tandem mass spectra

MOTIVATION: Metabolite identification is an important task in metabolomics to enhance the knowledge of biological systems. There have been a number of machine learning-based methods proposed for this task, which predict a chemical structure of a given spectrum through an intermediate (chemical struc...

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Detalles Bibliográficos
Autores principales: Nguyen, Dai Hai, Nguyen, Canh Hao, Mamitsuka, Hiroshi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6612897/
https://www.ncbi.nlm.nih.gov/pubmed/31510641
http://dx.doi.org/10.1093/bioinformatics/btz319