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Multi-label multi-instance transfer learning for simultaneous reconstruction and cross-talk modeling of multiple human signaling pathways

BACKGROUND: Signaling pathways play important roles in the life processes of cell growth, cell apoptosis and organism development. At present the signal transduction networks are far from complete. As an effective complement to experimental methods, computational modeling is suited to rapidly recons...

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Detalhes bibliográficos
Publicado no:BMC Bioinformatics
Main Authors: Mei, Suyu, Zhu, Hao
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2015
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4697333/
https://ncbi.nlm.nih.gov/pubmed/26718335
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12859-015-0841-4
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