Cargando…
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...
Autores principales: | Dolejsch, Pascal, Hass, Helge, Timmer, Jens |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2019
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6636101/ https://www.ncbi.nlm.nih.gov/pubmed/31311516 http://dx.doi.org/10.1186/s12859-019-2976-1 |
Ejemplares similares
-
L(1) regularization facilitates detection of cell type-specific parameters in dynamical systems
por: Steiert, Bernhard, et al.
Publicado: (2016) -
A variational approach to parameter estimation in ordinary differential equations
por: Kaschek, Daniel, et al.
Publicado: (2012) -
A high-throughput pipeline for detecting locus-specific polymorphism in hexaploid wheat (Triticum aestivum L.)
por: Ma, Jian, et al.
Publicado: (2015) -
Uncovering specific mechanisms across cell types in dynamical models
por: Hauber, Adrian L., et al.
Publicado: (2023) -
Likelihood based observability analysis and confidence intervals for predictions of dynamic models
por: Kreutz, Clemens, et al.
Publicado: (2012)