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Improved Prediction of MHC Class I Binders/Non-Binders Peptides Through Artificial Neural Network Using Variable Learning Rate: SARS Corona Virus, a Case Study

Fundamental step of an adaptive immune response to pathogen or vaccine is the binding of short peptides (also called epitopes) to major histocompatibility complex (MHC) molecules. The various prediction algorithms are being used to capture the MHC peptide binding preference, allowing the rapid scan...

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Detalhes bibliográficos
Publicado no:Software Tools and Algorithms for Biological Systems
Main Authors: Soam, Sudhir Singh, Bhasker, Bharat, Mishra, Bhartendu Nath
Formato: Artigo
Idioma:Inglês
Publicado em: 2010
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7123181/
https://ncbi.nlm.nih.gov/pubmed/21431562
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-1-4419-7046-6_22
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