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Nonlinear Network Reconstruction from Gene Expression Data Using Marginal Dependencies Measured by DCOL

Reconstruction of networks from high-throughput expression data is an important tool to identify new regulatory relations. Given that nonlinear and complex relations exist between biological units, methods that can utilize nonlinear dependencies may yield insights that are not provided by methods us...

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Detalles Bibliográficos
Autores principales: Liu, Haodong, Li, Peng, Zhu, Mengyao, Wang, Xiaofei, Lu, Jianwei, Yu, Tianwei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4933395/
https://www.ncbi.nlm.nih.gov/pubmed/27380516
http://dx.doi.org/10.1371/journal.pone.0158247