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Development of a hybrid model for a partially known intracellular signaling pathway through correction term estimation and neural network modeling

Developing an accurate first-principle model is an important step in employing systems biology approaches to analyze an intracellular signaling pathway. However, an accurate first-principle model is difficult to be developed since it requires in-depth mechanistic understandings of the signaling path...

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Detalles Bibliográficos
Autores principales: Lee, Dongheon, Jayaraman, Arul, Kwon, Joseph S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7769624/
https://www.ncbi.nlm.nih.gov/pubmed/33315899
http://dx.doi.org/10.1371/journal.pcbi.1008472