Computer methods part B - Johnson, Michael L.; Brand, Ludwig (Amsterdam Academic Press/Elsevier, 2009)
Fitting enzyme kinetic data with KinTek Global Kinetic Explorer -- Enzyme kinetics and computational modeling for systems biology -- Pancratic network control of glucagon secretion and counterregulation -- Nonparametric entropy estimation using kernel densities -- The least-squares analysis of data from binding and enzyme kinetics studies weights, bias, and confidence intervals in usual and unusual situations -- Modeling of growth factor-receptor systems from molecular-level protein interaction networks to whole-body compartment models -- Nonlinear dynamical analysis and optimization for biological/biomedical systems -- Montecarlo simulation in establishing analytical quality requirements for clinical laboratory tests meeting clinical needs -- Simple stochastic simulation -- Bayesian probability approach to ADHD appraisal -- Deterministic and stochastic models of genetic regulatory networks -- The basic concepts of molecular modeling -- Discrete dynamic modeling of cellular signaling networks -- DynaFit--a software package for enzymology -- Large scale transcriptome data integration across multiple tissues to decipher stem cell signatures -- High-throughput computing in the sciences -- Algebraic models of biochemical networks -- Effect of kinetics on sedimentation velocity profiles and the role of intermediates -- Entropy demystified the "thermo"-dynamics of stochastically fluctuating systems -- Modeling and simulation of the immune system as a self-regulating network -- Matrix factorization for recovery of biological processes from microarray data -- Trait variability of cancer cells quantified by high-content automated microscopy of single cells -- Correlation analysis a tool for comparing relaxation-type models to experimental data.
Includes bibliographical references and indexes.
Keywords: Biomedical engineering; Medical sciences -- Study and teaching; Electronic books