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A Bayesian active learning strategy for sequential experimental design in systems biology

BACKGROUND: Dynamical models used in systems biology involve unknown kinetic parameters. Setting these parameters is a bottleneck in many modeling projects. This motivates the estimation of these parameters from empirical data. However, this estimation problem has its own difficulties, the most impo...

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Sonraí Bibleagrafaíochta
Main Authors: Pauwels, Edouard, Lajaunie, Christian, Vert, Jean-Philippe
Formáid: Artigo
Teanga:Inglês
Foilsithe: BioMed Central 2014
Ábhair:
Rochtain Ar Líne:https://ncbi.nlm.nih.gov/pmc/articles/PMC4181721/
https://ncbi.nlm.nih.gov/pubmed/25256134
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12918-014-0102-6
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