Kód: 02936988
Carolin Loos introduces two novel approaches for the§analysis of single-cell data. Both approaches can be used to study cellular§heterogeneity and therefore advance a holistic understanding of biological§processes. The first metho ... celý popis
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Anotace knihy
Carolin Loos introduces two novel approaches for the§analysis of single-cell data. Both approaches can be used to study cellular§heterogeneity and therefore advance a holistic understanding of biological§processes. The first method, ODE constrained mixture modeling, enables the§identification of subpopulation structures and sources of variability in single-cell§snapshot data. The second method estimates parameters of single-cell time-lapse§data using approximate Bayesian computation and is able to exploit the temporal§cross-correlation of the data as well as lineage information.§
Parametry knihy
Zařazení knihy Knihy v angličtině Mathematics & science Mathematics Calculus & mathematical analysis
1182 Kč
Angličtina
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