Modeling and parameter estimation for heterogeneous cell populations / vorgelegt von Jan Hasenauer aus Vaihingen an der Einz.

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Bibliographic Details
Online Access: Full Text (via ProQuest)
Main Author: Hasenauer, Jan (Author)
Corporate Authors: Stuttgart Research Centre for Simulation Technology (sponsoring body.), Universität Stuttgart. Institut für Systemtheorie und Regelungstechnik (sponsoring body.)
Format: eBook
Language:English
Published: Berlin : Logos Verlag Berlin GmbH, 2013.

MARC

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505 0 |a Intro; 1 Introduction; 1.1 Research motivation; 1.2 Research topic overview; 1.3 Contribution of this thesis; 1.4 Outline of this thesis; 2 Background; 2.1 Single cells models; 2.2 Cell population models; 2.3 Bayesian parameter estimation in a nutshell; 3 Signal transduction in heterogeneous cell populations; 3.1 Introduction and problem statement; 3.2 Modeling of signal transduction in heterogeneous cell populations; 3.3 Bayesian estimation and uncertainty analysis of population heterogeneity; 3.4 Example: Apoptotic signaling in cancer cell populations; 3.5 Summary and discussion. 
505 8 |a 4 Proliferation of heterogeneous cell populations4.1 Introduction and problem statement; 4.2 Modeling the proliferation of heterogeneous cell populations; 4.3 Bayesian estimation and uncertainty analysis of proliferation dynamics; 4.4 Application example: Proliferation of T lymphocytes; 4.5 Summary and discussion; 5 Conclusion; 5.1 Summary and conclusions; 5.2 Outlook; Appendix. 
700 1 |a Allgöwer, Frank,  |d 1962-  |e degree supervisor. 
710 2 |a Stuttgart Research Centre for Simulation Technology,  |e sponsoring body. 
710 2 |a Universität Stuttgart.  |b Institut für Systemtheorie und Regelungstechnik,  |e sponsoring body. 
776 0 8 |i Print version:  |a Hasenauer, Jan.  |t Modeling and parameter estimation for heterogeneous cell populations.  |d Berlin : Logos Verlag Berlin GmbH, 2013  |z 9783832533984  |z 3832533982  |w (OCoLC)867612130. 
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