New PDF release: Analysis of Single-Cell Data: ODE Constrained Mixture

By Carolin Loos

Carolin bathrooms introduces novel techniques for the
analysis of single-cell info. either methods can be utilized to check cellular
heterogeneity and hence strengthen a holistic realizing of biological
processes. the 1st approach, ODE limited mix modeling, permits the
identification of subpopulation constructions and assets of variability in single-cell
snapshot info. the second one technique 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 knowledge in addition to lineage information. 

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Analysis of Single-Cell Data: ODE Constrained Mixture Modeling and Approximate Bayesian Computation (BestMasters) by Carolin Loos


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