Sep 1, 2015 · The present article provides an introduction to one particular class of algorithms which employ marginalization in order to take heterogeneity into account.
Bayesian inference of reaction kinetics from single-cell recordings ...
pubmed.ncbi.nlm.nih.gov › ...
Sep 1, 2015 · Single-cell experimental techniques provide informative data to help uncover dynamical processes inside a cell. Making full use of such data ...
Single-cell experimental techniques provide informative data to help uncover dynamical processes inside a cell. Making full use of such data requires ...
Bayesian inference of reaction kinetics from single-cell recordings ...
europepmc.org › article › med
Single-cell experimental techniques provide informative data to help uncover dynamical processes inside a cell. Making full use of such data requires ...
Bayesian inference of reaction kinetics from single-cell recordings across a heterogeneous cell population. Mendeley · CSV · RIS · BibTeX ; Author. Bronstein, L.
A scalable Bayesian inference framework that properly accounts for population heterogeneity is introduced and is used to reconstruct the expression dynamics ...
Bayesian inference of reaction kinetics from single-cell recordings across a heterogeneous cell population. https://doi.org/10.1016/j.ymeth.2015.05.012 ...
Research Collection · Bayesian inference of reaction kinetics from single-cell recordings across a heterogeneous cell population. Mendeley · CSV · RIS · BibTeX.
We introduce a scalable Bayesian inference framework that properly accounts for population heterogeneity. The method allows inference of inaccessible molecular ...
Bronstein, L. ; Zechner, C. ; Koeppl, H. (2015) Bayesian inference of reaction kinetics from single-cell recordings across a heterogeneous cell population.