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MHC2MIL: a novel multiple instance learning based method for MHC-II peptide binding prediction by considering peptide flanking region and residue positions

BACKGROUND: Computational prediction of major histocompatibility complex class II (MHC-II) binding peptides can assist researchers in understanding the mechanism of immune systems and developing peptide based vaccines. Although many computational methods have been proposed, the performance of these...

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Detalles Bibliográficos
Autores principales: Xu, Yichang, Luo, Cheng, Qian, Mingjie, Huang, Xiaodi, Zhu, Shanfeng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4290625/
https://www.ncbi.nlm.nih.gov/pubmed/25521198
http://dx.doi.org/10.1186/1471-2164-15-S9-S9