Cargando…
Bayesian parameter estimation for biochemical reaction networks using region-based adaptive parallel tempering
MOTIVATION: Mathematical models have become standard tools for the investigation of cellular processes and the unraveling of signal processing mechanisms. The parameters of these models are usually derived from the available data using optimization and sampling methods. However, the efficiency of th...
Autores principales: | Ballnus, Benjamin, Schaper, Steffen, Theis, Fabian J, Hasenauer, Jan |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2018
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6022572/ https://www.ncbi.nlm.nih.gov/pubmed/29949983 http://dx.doi.org/10.1093/bioinformatics/bty229 |
Ejemplares similares
-
Optimization and profile calculation of ODE models using second order adjoint sensitivity analysis
por: Stapor, Paul, et al.
Publicado: (2018) -
Bayesian networks for mass spectrometric metabolite identification via molecular fingerprints
por: Ludwig, Marcus, et al.
Publicado: (2018) -
Gene prioritization using Bayesian matrix factorization with genomic and phenotypic side information
por: Zakeri, Pooya, et al.
Publicado: (2018) -
DLBI: deep learning guided Bayesian inference for structure reconstruction of super-resolution fluorescence microscopy
por: Li, Yu, et al.
Publicado: (2018) -
A scalable estimator of SNP heritability for biobank-scale data
por: Wu, Yue, et al.
Publicado: (2018)