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Extensions of ℓ(1) regularization increase detection specificity for cell-type specific parameters in dynamic models

BACKGROUND: Ordinary differential equation systems are frequently utilized to model biological systems and to infer knowledge about underlying properties. For instance, the development of drugs requires the knowledge to which extent malign cells differ from healthy ones to provide a specific treatme...

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Vydáno v:BMC Bioinformatics
Hlavní autoři: Dolejsch, Pascal, Hass, Helge, Timmer, Jens
Médium: Artigo
Jazyk:Inglês
Vydáno: BioMed Central 2019
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6636101/
https://ncbi.nlm.nih.gov/pubmed/31311516
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12859-019-2976-1
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