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Inferring a nonlinear biochemical network model from a heterogeneous single-cell time course data

Mathematical modeling and analysis of biochemical reaction networks are key routines in computational systems biology and biophysics; however, it remains difficult to choose the most valid model. Here, we propose a computational framework for data-driven and systematic inference of a nonlinear bioch...

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Detalles Bibliográficos
Autores principales: Shindo, Yuki, Kondo, Yohei, Sako, Yasushi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5931614/
https://www.ncbi.nlm.nih.gov/pubmed/29717206
http://dx.doi.org/10.1038/s41598-018-25064-w