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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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Detalles Bibliográficos
Autores principales: Mei, Suyu, Zhu, Hao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4697333/
https://www.ncbi.nlm.nih.gov/pubmed/26718335
http://dx.doi.org/10.1186/s12859-015-0841-4