Analysis of Single-Cell Data

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Carolin Loos introduces two novel approaches for theanalysis of single-cell data. Both approaches can be used to study cellularheterogeneity and therefore advance a holistic understanding of biologicalprocesses. The first method, ODE constrained mixture modeling, enables theidentification of subpopulation structures and sources of variability in single-cellsnapshot data. The second method estimate...

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Carolin Loos introduces two novel approaches for theanalysis of single-cell data. Both approaches can be used to study cellularheterogeneity and therefore advance a holistic understanding of biologicalprocesses. The first method, ODE constrained mixture modeling, enables theidentification of subpopulation structures and sources of variability in single-cellsnapshot data. The second method estimate...

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  • Formats: pdf
  • ISBN: 9783658132347
  • Publication Date: 17 Mar 2016
  • Publisher: Springer Fachmedien Wiesbaden
  • Product language: English
  • Drm Setting: DRM