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A cost-sensitive online learning method for peptide identification

BACKGROUND: Post-database search is a key procedure in peptide identification with tandem mass spectrometry (MS/MS) strategies for refining peptide-spectrum matches (PSMs) generated by database search engines. Although many statistical and machine learning-based methods have been developed to improv...

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Detalles Bibliográficos
Autores principales:	Liang, Xijun, Xia, Zhonghang, Jian, Ling, Wang, Yongxiang, Niu, Xinnan, Link, Andrew J.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	BioMed Central 2020
Materias:	Methodology Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7183122/ https://www.ncbi.nlm.nih.gov/pubmed/32334531 http://dx.doi.org/10.1186/s12864-020-6693-y

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