Analysis of Single-Cell Data: ODE Constrained Mixture by Carolin Loos

By Carolin Loos

Carolin bathrooms introduces novel techniques for the
analysis of single-cell information. either ways can be utilized to check cellular
heterogeneity and for that reason strengthen a holistic figuring out of biological
processes. the 1st process, ODE limited blend modeling, permits the
identification of subpopulation constructions and assets of variability in single-cell
snapshot facts. the second one process estimates parameters of single-cell time-lapse
data utilizing approximate Bayesian computation and is ready to make the most the temporal
cross-correlation of the information in addition to lineage information. 

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